From ad62ec6d393bdbb538c8564b72db28e591b88108 Mon Sep 17 00:00:00 2001 From: minmin-intel Date: Tue, 15 Apr 2025 19:19:25 +0000 Subject: [PATCH 1/6] update readme and tool yamls Signed-off-by: minmin-intel --- FinanceAgent/README.md | 3 +- .../intel/hpu/gaudi/compose.yaml | 4 +- FinanceAgent/prompts/research_prompt.py | 1 + FinanceAgent/tests/test.py | 43 +++++--- FinanceAgent/tests/test_compose_on_gaudi.sh | 104 +++++++++--------- FinanceAgent/tools/research_agent_tools.yaml | 16 +-- .../tools/supervisor_agent_tools.yaml | 16 +-- 7 files changed, 103 insertions(+), 84 deletions(-) diff --git a/FinanceAgent/README.md b/FinanceAgent/README.md index c652e06e02..e5066310eb 100644 --- a/FinanceAgent/README.md +++ b/FinanceAgent/README.md @@ -36,7 +36,8 @@ genaiexamples ```bash export HF_CACHE_DIR=/path/to/your/model/cache/ export HF_TOKEN= - +export FINNHUB_API_KEY= # go to https://finnhub.io/ to get your free api key +export FINANCIAL_DATASETS_API_KEY= # go to ``` ### 2.3 Build docker images diff --git a/FinanceAgent/docker_compose/intel/hpu/gaudi/compose.yaml b/FinanceAgent/docker_compose/intel/hpu/gaudi/compose.yaml index cc02847be9..997aade843 100644 --- a/FinanceAgent/docker_compose/intel/hpu/gaudi/compose.yaml +++ b/FinanceAgent/docker_compose/intel/hpu/gaudi/compose.yaml @@ -47,7 +47,7 @@ services: ip_address: ${ip_address} strategy: react_llama with_memory: false - recursion_limit: ${recursion_limit_worker} + recursion_limit: 25 llm_engine: vllm HUGGINGFACEHUB_API_TOKEN: ${HUGGINGFACEHUB_API_TOKEN} llm_endpoint_url: ${LLM_ENDPOINT_URL} @@ -68,7 +68,7 @@ services: container_name: supervisor-agent-endpoint depends_on: - worker-finqa-agent - # - worker-research-agent + - worker-research-agent volumes: - ${TOOLSET_PATH}:/home/user/tools/ - ${PROMPT_PATH}:/home/user/prompts/ diff --git a/FinanceAgent/prompts/research_prompt.py b/FinanceAgent/prompts/research_prompt.py index 7c3c925753..65bc8710cd 100644 --- a/FinanceAgent/prompts/research_prompt.py +++ b/FinanceAgent/prompts/research_prompt.py @@ -33,6 +33,7 @@ 4. Provide stock performance, because the financial report is used for stock investment analysis. 5. Read the execution history if any to understand the tools that have been called and the information that has been gathered. 6. Reason about the information gathered so far and decide if you can answer the question or if you need to call more tools. +7. Most of the tools need ticker symbol, use your knowledge to convert the company name to the ticker symbol if user only provides the company name. **Output format:** You should output your thought process: diff --git a/FinanceAgent/tests/test.py b/FinanceAgent/tests/test.py index a6cd69583c..6ebca64242 100644 --- a/FinanceAgent/tests/test.py +++ b/FinanceAgent/tests/test.py @@ -18,13 +18,13 @@ def process_request(url, query, is_stream=False): else: for line in resp.iter_lines(decode_unicode=True): print(line) - ret = None + ret = "Done" resp.raise_for_status() # Raise an exception for unsuccessful HTTP status codes return ret except requests.exceptions.RequestException as e: ret = f"An error occurred:{e}" - return None + return ret def test_worker_agent(args): @@ -35,6 +35,11 @@ def test_worker_agent(args): query = {"role": "user", "messages": args.prompt, "stream": "false", "tool_choice": args.tool_choice} ret = process_request(url, query) print("Response: ", ret) + if "error" in ret.lower(): + print("Error in response, please check the server.") + return "error" + else: + return "test completed with success" def add_message_and_run(url, user_message, thread_id, stream=False): @@ -42,6 +47,7 @@ def add_message_and_run(url, user_message, thread_id, stream=False): query = {"role": "user", "messages": user_message, "thread_id": thread_id, "stream": stream} ret = process_request(url, query, is_stream=stream) print("Response: ", ret) + return ret def test_chat_completion_multi_turn(args): @@ -51,28 +57,37 @@ def test_chat_completion_multi_turn(args): # first turn print("===============First turn==================") user_message = "Key takeaways of Gap's 2024 Q4 earnings call?" - add_message_and_run(url, user_message, thread_id, stream=args.stream) + ret = add_message_and_run(url, user_message, thread_id, stream=args.stream) + if "error" in ret.lower(): + print("Error in response, please check the server.") + return "error" print("===============End of first turn==================") # second turn print("===============Second turn==================") user_message = "What was Gap's forecast for 2025?" - add_message_and_run(url, user_message, thread_id, stream=args.stream) + ret = add_message_and_run(url, user_message, thread_id, stream=args.stream) + if "error" in ret.lower(): + print("Error in response, please check the server.") + return "error" print("===============End of second turn==================") - + return "test completed with success" def test_supervisor_agent_single_turn(args): url = f"http://{args.ip_addr}:{args.ext_port}/v1/chat/completions" query_list = [ - "What was Gap's revenue growth in 2024?", - "Can you summarize Costco's 2025 Q2 earnings call?", - # "Should I increase investment in Costco?", + # "What was Gap's revenue growth in 2024?", + # "Can you summarize Costco's 2025 Q2 earnings call?", + "Should I increase investment in Johnson & Johnson?", ] for query in query_list: thread_id = f"{uuid.uuid4()}" - add_message_and_run(url, query, thread_id, stream=args.stream) + ret = add_message_and_run(url, query, thread_id, stream=args.stream) + if "error" in ret.lower(): + print("Error in response, please check the server.") + return "error" print("=" * 50) - + return "test completed with success" if __name__ == "__main__": parser = argparse.ArgumentParser() @@ -89,10 +104,12 @@ def test_supervisor_agent_single_turn(args): if args.agent_role == "supervisor": if args.multi_turn: - test_chat_completion_multi_turn(args) + ret = test_chat_completion_multi_turn(args) else: - test_supervisor_agent_single_turn(args) + ret = test_supervisor_agent_single_turn(args) + print(ret) elif args.agent_role == "worker": - test_worker_agent(args) + ret = test_worker_agent(args) + print(ret) else: raise ValueError("Invalid agent role") diff --git a/FinanceAgent/tests/test_compose_on_gaudi.sh b/FinanceAgent/tests/test_compose_on_gaudi.sh index 18615646b4..5007c38827 100644 --- a/FinanceAgent/tests/test_compose_on_gaudi.sh +++ b/FinanceAgent/tests/test_compose_on_gaudi.sh @@ -76,7 +76,7 @@ function start_vllm_service_70B() { echo "token is ${HF_TOKEN}" echo "start vllm gaudi service" echo "**************model is $model**************" - docker run -d --runtime=habana --rm --name "vllm-gaudi-server" -e HABANA_VISIBLE_DEVICES=all -p $vllm_port:8000 -v $vllm_volume:/data -e HF_TOKEN=$HF_TOKEN -e HUGGING_FACE_HUB_TOKEN=$HF_TOKEN -e HF_HOME=/data -e OMPI_MCA_btl_vader_single_copy_mechanism=none -e PT_HPU_ENABLE_LAZY_COLLECTIVES=true -e http_proxy=$http_proxy -e https_proxy=$https_proxy -e no_proxy=$no_proxy -e VLLM_SKIP_WARMUP=true --cap-add=sys_nice --ipc=host $vllm_image --model ${model} --max-seq-len-to-capture 16384 --tensor-parallel-size 4 + docker run -d --runtime=habana --rm --name "vllm-gaudi-server-mh" -e HABANA_VISIBLE_DEVICES=0,2,3,4 -p $vllm_port:8000 -v $vllm_volume:/data -e HF_TOKEN=$HF_TOKEN -e HUGGING_FACE_HUB_TOKEN=$HF_TOKEN -e HF_HOME=/data -e OMPI_MCA_btl_vader_single_copy_mechanism=none -e PT_HPU_ENABLE_LAZY_COLLECTIVES=true -e http_proxy=$http_proxy -e https_proxy=$https_proxy -e no_proxy=$no_proxy -e VLLM_SKIP_WARMUP=true --cap-add=sys_nice --ipc=host $vllm_image --model ${model} --max-seq-len-to-capture 16384 --tensor-parallel-size 4 sleep 10s echo "Waiting vllm gaudi ready" n=0 @@ -165,50 +165,50 @@ function start_agents() { function validate_agent_service() { # # test worker finqa agent - echo "======================Testing worker finqa agent======================" - export agent_port="9095" - prompt="What is Gap's revenue in 2024?" - local CONTENT=$(python3 $WORKDIR/GenAIExamples/FinanceAgent/tests/test.py --prompt "$prompt" --agent_role "worker" --ext_port $agent_port) - echo $CONTENT - local EXIT_CODE=$(validate "$CONTENT" "15" "finqa-agent-endpoint") - echo $EXIT_CODE - local EXIT_CODE="${EXIT_CODE:0-1}" - if [ "$EXIT_CODE" == "1" ]; then - docker logs finqa-agent-endpoint - exit 1 - fi + # echo "======================Testing worker finqa agent======================" + # export agent_port="9095" + # prompt="What is Gap's revenue in 2024?" + # local CONTENT=$(python3 $WORKDIR/GenAIExamples/FinanceAgent/tests/test.py --prompt "$prompt" --agent_role "worker" --ext_port $agent_port) + # echo $CONTENT + # local EXIT_CODE=$(validate "$CONTENT" "15" "finqa-agent-endpoint") + # echo $EXIT_CODE + # local EXIT_CODE="${EXIT_CODE:0-1}" + # if [ "$EXIT_CODE" == "1" ]; then + # docker logs finqa-agent-endpoint + # exit 1 + # fi # # test worker research agent - echo "======================Testing worker research agent======================" - export agent_port="9096" - prompt="generate NVDA financial research report" - local CONTENT=$(python3 $WORKDIR/GenAIExamples/AgentQnA/tests/test.py --prompt "$prompt" --agent_role "worker" --ext_port $agent_port --tool_choice "get_current_date" --tool_choice "get_share_performance") - local EXIT_CODE=$(validate "$CONTENT" "NVDA" "research-agent-endpoint") - echo $CONTENT - echo $EXIT_CODE - local EXIT_CODE="${EXIT_CODE:0-1}" - if [ "$EXIT_CODE" == "1" ]; then - docker logs research-agent-endpoint - exit 1 - fi + # echo "======================Testing worker research agent======================" + # export agent_port="9096" + # prompt="Johnson & Johnson" + # local CONTENT=$(python3 $WORKDIR/GenAIExamples/AgentQnA/tests/test.py --prompt "$prompt" --agent_role "worker" --ext_port $agent_port --tool_choice "get_current_date" --tool_choice "get_share_performance") + # local EXIT_CODE=$(validate "$CONTENT" "Johnson" "research-agent-endpoint") + # echo $CONTENT + # echo $EXIT_CODE + # local EXIT_CODE="${EXIT_CODE:0-1}" + # if [ "$EXIT_CODE" == "1" ]; then + # docker logs research-agent-endpoint + # exit 1 + # fi # test supervisor react agent echo "======================Testing supervisor agent: single turns ======================" export agent_port="9090" local CONTENT=$(python3 $WORKDIR/GenAIExamples/FinanceAgent/tests/test.py --agent_role "supervisor" --ext_port $agent_port --stream) echo $CONTENT - # local EXIT_CODE=$(validate "$CONTENT" "" "react-agent-endpoint") - # echo $EXIT_CODE - # local EXIT_CODE="${EXIT_CODE:0-1}" - # if [ "$EXIT_CODE" == "1" ]; then - # docker logs react-agent-endpoint - # exit 1 - # fi + local EXIT_CODE=$(validate "$CONTENT" "test completed with success" "react-agent-endpoint") + echo $EXIT_CODE + local EXIT_CODE="${EXIT_CODE:0-1}" + if [ "$EXIT_CODE" == "1" ]; then + docker logs react-agent-endpoint + exit 1 + fi - echo "======================Testing supervisor agent: multi turns ======================" - local CONTENT=$(python3 $WORKDIR/GenAIExamples/FinanceAgent/tests/test.py --agent_role "supervisor" --ext_port $agent_port --multi-turn --stream) - echo $CONTENT - # local EXIT_CODE=$(validate "$CONTENT" "" "react-agent-endpoint") + # echo "======================Testing supervisor agent: multi turns ======================" + # local CONTENT=$(python3 $WORKDIR/GenAIExamples/FinanceAgent/tests/test.py --agent_role "supervisor" --ext_port $agent_port --multi-turn --stream) + # echo $CONTENT + # local EXIT_CODE=$(validate "$CONTENT" "test completed with success" "react-agent-endpoint") # echo $EXIT_CODE # local EXIT_CODE="${EXIT_CODE:0-1}" # if [ "$EXIT_CODE" == "1" ]; then @@ -231,40 +231,40 @@ function stop_agent_docker() { echo "workpath: $WORKPATH" echo "=================== Stop containers ====================" -stop_llm +# stop_llm stop_agent_docker -stop_dataprep +# stop_dataprep cd $WORKPATH/tests # echo "=================== #1 Building docker images====================" -build_vllm_docker_image -build_dataprep_agent_images +# build_vllm_docker_image +# build_dataprep_agent_images #### for local test # build_agent_image_local # echo "=================== #1 Building docker images completed====================" # echo "=================== #2 Start vllm endpoint====================" -start_vllm_service_70B +# start_vllm_service_70B # echo "=================== #2 vllm endpoint started====================" # echo "=================== #3 Start dataprep and ingest data ====================" -start_dataprep -ingest_validate_dataprep +# start_dataprep +# ingest_validate_dataprep # echo "=================== #3 Data ingestion and validation completed====================" -echo "=================== #4 Start agents ====================" +# echo "=================== #4 Start agents ====================" start_agents validate_agent_service -echo "=================== #4 Agent test passed ====================" +# echo "=================== #4 Agent test passed ====================" -echo "=================== #5 Stop microservices ====================" -stop_agent_docker -stop_dataprep -stop_llm -echo "=================== #5 Microservices stopped====================" +# echo "=================== #5 Stop microservices ====================" +# stop_agent_docker +# stop_dataprep +# stop_llm +# echo "=================== #5 Microservices stopped====================" -echo y | docker system prune +# echo y | docker system prune -echo "ALL DONE!!" +# echo "ALL DONE!!" diff --git a/FinanceAgent/tools/research_agent_tools.yaml b/FinanceAgent/tools/research_agent_tools.yaml index bcf4e2bac2..69f8e35ae8 100644 --- a/FinanceAgent/tools/research_agent_tools.yaml +++ b/FinanceAgent/tools/research_agent_tools.yaml @@ -7,7 +7,7 @@ get_company_profile: args_schema: symbol: type: str - description: the company name or ticker symbol. + description: the ticker symbol. return_output: profile get_company_news: @@ -16,7 +16,7 @@ get_company_news: args_schema: symbol: type: str - description: the company name or ticker symbol. + description: the ticker symbol. start_date: type: str description: start date of the search period for the company's basic financials, yyyy-mm-dd. @@ -34,7 +34,7 @@ get_basic_financials_history: args_schema: symbol: type: str - description: the company name or ticker symbol. + description: the ticker symbol. freq: type: str description: reporting frequency of the company's basic financials, such as annual, quarterly. @@ -55,7 +55,7 @@ get_basic_financials: args_schema: symbol: type: str - description: the company name or ticker symbol. + description: the ticker symbol. selected_columns: type: list description: List of column names of news to return, should be chosen from 'assetTurnoverTTM', 'bookValue', 'cashRatio', 'currentRatio', 'ebitPerShare', 'eps', 'ev', 'fcfMargin', 'fcfPerShareTTM', 'grossMargin', 'inventoryTurnoverTTM', 'longtermDebtTotalAsset', 'longtermDebtTotalCapital', 'longtermDebtTotalEquity', 'netDebtToTotalCapital', 'netDebtToTotalEquity', 'netMargin', 'operatingMargin', 'payoutRatioTTM', 'pb', 'peTTM', 'pfcfTTM', 'pretaxMargin', 'psTTM', 'ptbv', 'quickRatio', 'receivablesTurnoverTTM', 'roaTTM', 'roeTTM', 'roicTTM', 'rotcTTM', 'salesPerShare', 'sgaToSale', 'tangibleBookValue', 'totalDebtToEquity', 'totalDebtToTotalAsset', 'totalDebtToTotalCapital', 'totalRatio','10DayAverageTradingVolume', '13WeekPriceReturnDaily', '26WeekPriceReturnDaily', '3MonthADReturnStd', '3MonthAverageTradingVolume', '52WeekHigh', '52WeekHighDate', '52WeekLow', '52WeekLowDate', '52WeekPriceReturnDaily', '5DayPriceReturnDaily', 'assetTurnoverAnnual', 'assetTurnoverTTM', 'beta', 'bookValuePerShareAnnual', 'bookValuePerShareQuarterly', 'bookValueShareGrowth5Y', 'capexCagr5Y', 'cashFlowPerShareAnnual', 'cashFlowPerShareQuarterly', 'cashFlowPerShareTTM', 'cashPerSharePerShareAnnual', 'cashPerSharePerShareQuarterly', 'currentDividendYieldTTM', 'currentEv/freeCashFlowAnnual', 'currentEv/freeCashFlowTTM', 'currentRatioAnnual', 'currentRatioQuarterly', 'dividendGrowthRate5Y', 'dividendPerShareAnnual', 'dividendPerShareTTM', 'dividendYieldIndicatedAnnual', 'ebitdPerShareAnnual', 'ebitdPerShareTTM', 'ebitdaCagr5Y', 'ebitdaInterimCagr5Y', 'enterpriseValue', 'epsAnnual', 'epsBasicExclExtraItemsAnnual', 'epsBasicExclExtraItemsTTM', 'epsExclExtraItemsAnnual', 'epsExclExtraItemsTTM', 'epsGrowth3Y', 'epsGrowth5Y', 'epsGrowthQuarterlyYoy', 'epsGrowthTTMYoy', 'epsInclExtraItemsAnnual', 'epsInclExtraItemsTTM', 'epsNormalizedAnnual', 'epsTTM', 'focfCagr5Y', 'grossMargin5Y', 'grossMarginAnnual', 'grossMarginTTM', 'inventoryTurnoverAnnual', 'inventoryTurnoverTTM', 'longTermDebt/equityAnnual', 'longTermDebt/equityQuarterly', 'marketCapitalization', 'monthToDatePriceReturnDaily', 'netIncomeEmployeeAnnual', 'netIncomeEmployeeTTM', 'netInterestCoverageAnnual', 'netInterestCoverageTTM', 'netMarginGrowth5Y', 'netProfitMargin5Y', 'netProfitMarginAnnual', 'netProfitMarginTTM', 'operatingMargin5Y'. @@ -72,7 +72,7 @@ analyze_balance_sheet: args_schema: symbol: type: str - description: the company name or ticker symbol. + description: the ticker symbol. period: type: str description: The period of the balance sheets, possible values such as annual, quarterly, ttm. Default is 'annual'. @@ -87,7 +87,7 @@ analyze_income_stmt: args_schema: symbol: type: str - description: the company name or ticker symbol. + description: the ticker symbol. period: type: str description: The period of the balance sheets, possible values, such as annual, quarterly, ttm. Default is 'annual'. @@ -102,7 +102,7 @@ analyze_cash_flow: args_schema: symbol: type: str - description: the company name or ticker symbol. + description: the ticker symbol. period: type: str description: The period of the balance sheets, possible values, such as annual, quarterly, ttm. Default is 'annual'. @@ -117,7 +117,7 @@ get_share_performance: args_schema: symbol: type: str - description: the company name or ticker symbol. + description: the ticker symbol. end_date: type: str description: end date of the search period for the company's basic financials, yyyy-mm-dd. diff --git a/FinanceAgent/tools/supervisor_agent_tools.yaml b/FinanceAgent/tools/supervisor_agent_tools.yaml index 0b451557e3..458f44e0fb 100644 --- a/FinanceAgent/tools/supervisor_agent_tools.yaml +++ b/FinanceAgent/tools/supervisor_agent_tools.yaml @@ -22,11 +22,11 @@ summarization_tool: description: Name of the company document belongs to return_output: summary -# research_agent: -# description: generate research report on a specified company with fundamentals analysis, sentiment analysis and risk analysis. -# callable_api: supervisor_tools.py:research_agent -# args_schema: -# company: -# type: str -# description: the company name -# return_output: report +research_agent: + description: generate research report on a specified company with fundamentals analysis, sentiment analysis and risk analysis. + callable_api: supervisor_tools.py:research_agent + args_schema: + company: + type: str + description: the company name + return_output: report From 5e97ec3850e7b451892c91e442c9605382a1f8e8 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 15 Apr 2025 22:17:34 +0000 Subject: [PATCH 2/6] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- FinanceAgent/README.md | 20 ++++++++++---------- FinanceAgent/docker_image_build/build.yaml | 1 - FinanceAgent/tests/test.py | 2 ++ 3 files changed, 12 insertions(+), 11 deletions(-) diff --git a/FinanceAgent/README.md b/FinanceAgent/README.md index 06db3672ba..5d84c39c92 100644 --- a/FinanceAgent/README.md +++ b/FinanceAgent/README.md @@ -95,7 +95,9 @@ python $WORKPATH/tests/test_redis_finance.py --port 6007 --test_option get ``` ### 3.3 Launch the multi-agent system + The command below will launch 3 agent microservices, 1 docsum microservice, 1 UI microservice. + ```bash # inside $WORKDIR/GenAIExamples/FinanceAgent/docker_compose/intel/hpu/gaudi/ bash launch_agents.sh @@ -142,30 +144,28 @@ To see the UI, open a web browser to `http://${ip_address}:5175` to access the U 2. Enter the endpoints in the `Connections` settings - First, click on the user icon in the upper right corner to open `Settings`. Click on `Admin Settings`. Click on `Connections`. + First, click on the user icon in the upper right corner to open `Settings`. Click on `Admin Settings`. Click on `Connections`. - Then, enter the supervisor agent endpoint in the `OpenAI API` section: `http://${ip_address}:9090/v1`. Enter the API key as "empty". Add an arbitrary model id in `Model IDs`, for example, "opea_agent". The `ip_address` here should be the host ip of the agent microservice. + Then, enter the supervisor agent endpoint in the `OpenAI API` section: `http://${ip_address}:9090/v1`. Enter the API key as "empty". Add an arbitrary model id in `Model IDs`, for example, "opea_agent". The `ip_address` here should be the host ip of the agent microservice. - Then, enter the dataprep endpoint in the `Icloud File API` section. You first need to enable `Icloud File API` by clicking on the button on the right to turn it into green and then enter the endpoint url, for example, `http://${ip_address}:6007/v1`. The `ip_address` here should be the host ip of the dataprep microservice. + Then, enter the dataprep endpoint in the `Icloud File API` section. You first need to enable `Icloud File API` by clicking on the button on the right to turn it into green and then enter the endpoint url, for example, `http://${ip_address}:6007/v1`. The `ip_address` here should be the host ip of the dataprep microservice. - You should see screen like the screenshot below when the settings are done. + You should see screen like the screenshot below when the settings are done. ![opea-agent-setting](assets/ui_connections_settings.png) 3. Upload documents with UI - Click on the `Workplace` icon in the top left corner. Click `Knowledge`. Click on the "+" sign to the right of `Icloud Knowledge`. You can paste in an url the the left hand side of the pop-up window, or upload a local file by click on the cloud icon on the right hand side of the pop-up window. Then click on the `Upload Confirm` button. Wait till the processing is done and the pop-up window will be closed on its own when the data ingestion is done. See the screenshot below. + Click on the `Workplace` icon in the top left corner. Click `Knowledge`. Click on the "+" sign to the right of `Icloud Knowledge`. You can paste in an url the the left hand side of the pop-up window, or upload a local file by click on the cloud icon on the right hand side of the pop-up window. Then click on the `Upload Confirm` button. Wait till the processing is done and the pop-up window will be closed on its own when the data ingestion is done. See the screenshot below. - Note: the data ingestion may take a few minutes depending on the length of the document. Please wait patiently and do not close the pop-up window. + Note: the data ingestion may take a few minutes depending on the length of the document. Please wait patiently and do not close the pop-up window. ![upload-doc-ui](assets/upload_doc_ui.png) 4. Test agent with UI - After the settings are done and documents are ingested, you can start to ask questions to the agent. Click on the `New Chat` icon in the top left corner, and type in your questions in the text box in the middle of the UI. + After the settings are done and documents are ingested, you can start to ask questions to the agent. Click on the `New Chat` icon in the top left corner, and type in your questions in the text box in the middle of the UI. - The UI will stream the agent's response tokens. You need to expand the `Thinking` tab to see the agent's reasoning process. After the agent made tool calls, you would also see the tool output after the tool returns output to the agent. Note: it may take a while to get the tool output back if the tool execution takes time. + The UI will stream the agent's response tokens. You need to expand the `Thinking` tab to see the agent's reasoning process. After the agent made tool calls, you would also see the tool output after the tool returns output to the agent. Note: it may take a while to get the tool output back if the tool execution takes time. ![opea-agent-test](assets/opea-agent-test.png) - - diff --git a/FinanceAgent/docker_image_build/build.yaml b/FinanceAgent/docker_image_build/build.yaml index 521891385e..7d113148a3 100644 --- a/FinanceAgent/docker_image_build/build.yaml +++ b/FinanceAgent/docker_image_build/build.yaml @@ -20,4 +20,3 @@ services: https_proxy: ${https_proxy} no_proxy: ${no_proxy} image: ${REGISTRY:-opea}/agent:${TAG:-latest} - diff --git a/FinanceAgent/tests/test.py b/FinanceAgent/tests/test.py index f7e710ecf6..308bcb3415 100644 --- a/FinanceAgent/tests/test.py +++ b/FinanceAgent/tests/test.py @@ -73,6 +73,7 @@ def test_chat_completion_multi_turn(args): print("===============End of second turn==================") return "test completed with success" + def test_supervisor_agent_single_turn(args): url = f"http://{args.ip_addr}:{args.ext_port}/v1/chat/completions" query_list = [ @@ -89,6 +90,7 @@ def test_supervisor_agent_single_turn(args): print("=" * 50) return "test completed with success" + if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument("--ip_addr", type=str, default="127.0.0.1", help="endpoint ip address") From 3d18797cf73619ff4c3110ff0fc374d6d095af7f Mon Sep 17 00:00:00 2001 From: minmin-intel Date: Tue, 15 Apr 2025 22:18:51 +0000 Subject: [PATCH 3/6] update test scripts and readme Signed-off-by: minmin-intel --- FinanceAgent/README.md | 51 ++++++-- .../assets/ui_connections_settings.png | Bin 0 -> 171192 bytes FinanceAgent/assets/upload_doc_ui.png | Bin 0 -> 107623 bytes FinanceAgent/docker_image_build/build.yaml | 7 +- FinanceAgent/tests/test.py | 4 +- FinanceAgent/tests/test_compose_on_gaudi.sh | 112 +++++++++--------- 6 files changed, 97 insertions(+), 77 deletions(-) create mode 100644 FinanceAgent/assets/ui_connections_settings.png create mode 100644 FinanceAgent/assets/upload_doc_ui.png diff --git a/FinanceAgent/README.md b/FinanceAgent/README.md index e5066310eb..06db3672ba 100644 --- a/FinanceAgent/README.md +++ b/FinanceAgent/README.md @@ -27,8 +27,8 @@ Please note: ```bash mkdir /path/to/your/workspace/ export WORKDIR=/path/to/your/workspace/ -genaicomps -genaiexamples +cd $WORKDIR +git clone https://github.com/opea-project/GenAIExamples.git ``` ### 2.2 Set up env vars @@ -37,15 +37,18 @@ genaiexamples export HF_CACHE_DIR=/path/to/your/model/cache/ export HF_TOKEN= export FINNHUB_API_KEY= # go to https://finnhub.io/ to get your free api key -export FINANCIAL_DATASETS_API_KEY= # go to +export FINANCIAL_DATASETS_API_KEY= # go to https://docs.financialdatasets.ai/ to get your free api key ``` -### 2.3 Build docker images +### 2.3 [Optional] Build docker images -Build docker images for dataprep, agent, agent-ui. +Only needed when docker pull failed. ```bash -cd GenAIExamples/FinanceAgent/docker_image_build +cd $WORKDIR/GenAIExamples/FinanceAgent/docker_image_build +# get GenAIComps repo +git clone https://github.com/opea-project/GenAIComps.git +# build the images docker compose -f build.yaml build --no-cache ``` @@ -92,7 +95,7 @@ python $WORKPATH/tests/test_redis_finance.py --port 6007 --test_option get ``` ### 3.3 Launch the multi-agent system - +The command below will launch 3 agent microservices, 1 docsum microservice, 1 UI microservice. ```bash # inside $WORKDIR/GenAIExamples/FinanceAgent/docker_compose/intel/hpu/gaudi/ bash launch_agents.sh @@ -116,14 +119,14 @@ prompt="generate NVDA financial research report" python3 $WORKDIR/GenAIExamples/FinanceAgent/tests/test.py --prompt "$prompt" --agent_role "worker" --ext_port $agent_port --tool_choice "get_current_date" --tool_choice "get_share_performance" ``` -Supervisor ReAct Agent: +Supervisor Agent single turns: ```bash export agent_port="9090" python3 $WORKDIR/GenAIExamples/FinanceAgent/tests/test.py --agent_role "supervisor" --ext_port $agent_port --stream ``` -Supervisor ReAct Agent Multi turn: +Supervisor Agent multi turn: ```bash python3 $WORKDIR/GenAIExamples/FinanceAgent/tests/test.py --agent_role "supervisor" --ext_port $agent_port --multi-turn --stream @@ -135,12 +138,34 @@ python3 $WORKDIR/GenAIExamples/FinanceAgent/tests/test.py --agent_role "supervis The UI microservice is launched in the previous step with the other microservices. To see the UI, open a web browser to `http://${ip_address}:5175` to access the UI. Note the `ip_address` here is the host IP of the UI microservice. -1. `create Admin Account` with a random value +1. Create Admin Account with a random value + +2. Enter the endpoints in the `Connections` settings + + First, click on the user icon in the upper right corner to open `Settings`. Click on `Admin Settings`. Click on `Connections`. + + Then, enter the supervisor agent endpoint in the `OpenAI API` section: `http://${ip_address}:9090/v1`. Enter the API key as "empty". Add an arbitrary model id in `Model IDs`, for example, "opea_agent". The `ip_address` here should be the host ip of the agent microservice. + + Then, enter the dataprep endpoint in the `Icloud File API` section. You first need to enable `Icloud File API` by clicking on the button on the right to turn it into green and then enter the endpoint url, for example, `http://${ip_address}:6007/v1`. The `ip_address` here should be the host ip of the dataprep microservice. + + You should see screen like the screenshot below when the settings are done. -2. use an opea agent endpoint, for example, the `Research Agent` endpoint `http://$ip_address:9096/v1`, which is a openai compatible api +![opea-agent-setting](assets/ui_connections_settings.png) -![opea-agent-setting](assets/opea-agent-setting.png) +3. Upload documents with UI -3. test opea agent with ui + Click on the `Workplace` icon in the top left corner. Click `Knowledge`. Click on the "+" sign to the right of `Icloud Knowledge`. You can paste in an url the the left hand side of the pop-up window, or upload a local file by click on the cloud icon on the right hand side of the pop-up window. Then click on the `Upload Confirm` button. Wait till the processing is done and the pop-up window will be closed on its own when the data ingestion is done. See the screenshot below. + + Note: the data ingestion may take a few minutes depending on the length of the document. Please wait patiently and do not close the pop-up window. + +![upload-doc-ui](assets/upload_doc_ui.png) + +4. Test agent with UI + + After the settings are done and documents are ingested, you can start to ask questions to the agent. Click on the `New Chat` icon in the top left corner, and type in your questions in the text box in the middle of the UI. + + The UI will stream the agent's response tokens. You need to expand the `Thinking` tab to see the agent's reasoning process. After the agent made tool calls, you would also see the tool output after the tool returns output to the agent. 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zhv|XT;OCv$pqXX_y%puIqP|goKtskyE(``^vB5EEMPuS)sn_L{!i zM;Sk09<85y`=ezPrix?>@9l5PBaPHNYB88YUsvU!x2^xk^;Y+8%!U0Y=cIOsJw7fX z;PiRicN%u2MZvi2zmDr?xm~+x*TD&d-|X(u!9)J|`Vbv2FE92- zo@k!1MH5{=+*pFST{E{QZacu9_zwI|_>ryLs~+xOfiYE|TQ;Wu0z2QnfKs*p^CdHp zQQrUOMY-YO;ocFvU46H_K`@Oaf_c04t3GJ7u(TuxeSUy{q_e6=H3k#>bZ!W1Dq!OT ztMP^~DVlipL)a3`n$S5RiGNSyN&muZ1PEVlPPlKcMPv^&-Ge4_u*jZa)!)8Z{T)Vp z>)g;)m4t2K5CjcT(uRL2JqvEQki{cj~2j1 z*XJbSPCTCZfa$p@I*@nGV11v1o-Lu+9CM*=Zpe4@TnBy6pARGN@6D=X_kNlD3O%MWQ*TX_!-#Hu$pWJX1KxMw~LT8>fmoLieu zl5qjks)@ Date: Tue, 15 Apr 2025 22:31:58 +0000 Subject: [PATCH 4/6] fix typos Signed-off-by: minmin-intel --- FinanceAgent/README.md | 2 +- FinanceAgent/tests/test_compose_on_gaudi.sh | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/FinanceAgent/README.md b/FinanceAgent/README.md index 06db3672ba..d81f851ef4 100644 --- a/FinanceAgent/README.md +++ b/FinanceAgent/README.md @@ -154,7 +154,7 @@ To see the UI, open a web browser to `http://${ip_address}:5175` to access the U 3. Upload documents with UI - Click on the `Workplace` icon in the top left corner. Click `Knowledge`. Click on the "+" sign to the right of `Icloud Knowledge`. You can paste in an url the the left hand side of the pop-up window, or upload a local file by click on the cloud icon on the right hand side of the pop-up window. Then click on the `Upload Confirm` button. Wait till the processing is done and the pop-up window will be closed on its own when the data ingestion is done. See the screenshot below. + Click on the `Workplace` icon in the top left corner. Click `Knowledge`. Click on the "+" sign to the right of `Icloud Knowledge`. You can paste an url in the left hand side of the pop-up window, or upload a local file by click on the cloud icon on the right hand side of the pop-up window. Then click on the `Upload Confirm` button. Wait till the processing is done and the pop-up window will be closed on its own when the data ingestion is done. See the screenshot below. Note: the data ingestion may take a few minutes depending on the length of the document. Please wait patiently and do not close the pop-up window. diff --git a/FinanceAgent/tests/test_compose_on_gaudi.sh b/FinanceAgent/tests/test_compose_on_gaudi.sh index dca788d05f..207dcc62f1 100644 --- a/FinanceAgent/tests/test_compose_on_gaudi.sh +++ b/FinanceAgent/tests/test_compose_on_gaudi.sh @@ -76,7 +76,7 @@ function start_vllm_service_70B() { echo "token is ${HF_TOKEN}" echo "start vllm gaudi service" echo "**************model is $model**************" - docker run -d --runtime=habana --rm --name "vllm-gaudi-server-mh" -e HABANA_VISIBLE_DEVICES=0,2,3,4 -p $vllm_port:8000 -v $vllm_volume:/data -e HF_TOKEN=$HF_TOKEN -e HUGGING_FACE_HUB_TOKEN=$HF_TOKEN -e HF_HOME=/data -e OMPI_MCA_btl_vader_single_copy_mechanism=none -e PT_HPU_ENABLE_LAZY_COLLECTIVES=true -e http_proxy=$http_proxy -e https_proxy=$https_proxy -e no_proxy=$no_proxy -e VLLM_SKIP_WARMUP=true --cap-add=sys_nice --ipc=host $vllm_image --model ${model} --max-seq-len-to-capture 16384 --tensor-parallel-size 4 + docker run -d --runtime=habana --rm --name "vllm-gaudi-server" -e HABANA_VISIBLE_DEVICES=all -p $vllm_port:8000 -v $vllm_volume:/data -e HF_TOKEN=$HF_TOKEN -e HUGGING_FACE_HUB_TOKEN=$HF_TOKEN -e HF_HOME=/data -e OMPI_MCA_btl_vader_single_copy_mechanism=none -e PT_HPU_ENABLE_LAZY_COLLECTIVES=true -e http_proxy=$http_proxy -e https_proxy=$https_proxy -e no_proxy=$no_proxy -e VLLM_SKIP_WARMUP=true --cap-add=sys_nice --ipc=host $vllm_image --model ${model} --max-seq-len-to-capture 16384 --tensor-parallel-size 4 sleep 10s echo "Waiting vllm gaudi ready" n=0 From 3434a089e31183c21c609b0bbbd5fb734efd7acb Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 15 Apr 2025 22:26:18 +0000 Subject: [PATCH 5/6] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- FinanceAgent/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/FinanceAgent/README.md b/FinanceAgent/README.md index 93ce3ba5e6..f1a8cd6c27 100644 --- a/FinanceAgent/README.md +++ b/FinanceAgent/README.md @@ -156,7 +156,7 @@ To see the UI, open a web browser to `http://${ip_address}:5175` to access the U 3. Upload documents with UI - Click on the `Workplace` icon in the top left corner. Click `Knowledge`. Click on the "+" sign to the right of `Icloud Knowledge`. You can paste an url in the left hand side of the pop-up window, or upload a local file by click on the cloud icon on the right hand side of the pop-up window. Then click on the `Upload Confirm` button. Wait till the processing is done and the pop-up window will be closed on its own when the data ingestion is done. See the screenshot below. + Click on the `Workplace` icon in the top left corner. Click `Knowledge`. Click on the "+" sign to the right of `Icloud Knowledge`. You can paste an url in the left hand side of the pop-up window, or upload a local file by click on the cloud icon on the right hand side of the pop-up window. Then click on the `Upload Confirm` button. Wait till the processing is done and the pop-up window will be closed on its own when the data ingestion is done. See the screenshot below. Note: the data ingestion may take a few minutes depending on the length of the document. Please wait patiently and do not close the pop-up window. From 13c387ecabd3b4198b8b726591d3040164d31794 Mon Sep 17 00:00:00 2001 From: minmin-intel Date: Wed, 16 Apr 2025 21:32:14 +0000 Subject: [PATCH 6/6] update readme and test error code Signed-off-by: minmin-intel --- FinanceAgent/README.md | 18 ++++++++++++++---- FinanceAgent/assets/fin_agent_dataprep.png | Bin 0 -> 105247 bytes FinanceAgent/assets/finance_agent_arch.png | Bin 58438 -> 60195 bytes FinanceAgent/assets/finqa_tool.png | Bin 0 -> 84194 bytes FinanceAgent/tests/test.py | 18 +++++++++--------- 5 files changed, 23 insertions(+), 13 deletions(-) create mode 100644 FinanceAgent/assets/fin_agent_dataprep.png create mode 100644 FinanceAgent/assets/finqa_tool.png diff --git a/FinanceAgent/README.md b/FinanceAgent/README.md index f1a8cd6c27..5c7c0b3b41 100644 --- a/FinanceAgent/README.md +++ b/FinanceAgent/README.md @@ -2,14 +2,20 @@ ## 1. Overview -The architecture of this Finance Agent example is shown in the figure below. The agent has 3 main functions: +The architecture of this Finance Agent example is shown in the figure below. The agent is a hierarchical multi-agent system and has 3 main functions: -1. Summarize long financial documents and provide key points. -2. Answer questions over financial documents, such as SEC filings. -3. Conduct research of a public company and provide an investment report of the company. +1. Summarize long financial documents and provide key points (using OPEA DocSum). +2. Answer questions over financial documents, such as SEC filings (using a worker agent). +3. Conduct research of a public company and provide an investment report of the company (using a worker agent). + +The user interacts with the supervisor agent through the graphical UI. The supervisor agent gets the requests from the user and dispatches tasks to worker agents or to the summarization microservice. The user can also uploads documents through the UI. ![Finance Agent Architecture](assets/finance_agent_arch.png) +The architectural diagram of the `dataprep` microservice is shown below. We use [docling](https://github.com/docling-project/docling) to extract text from PDFs and URLs into markdown format. Both the full document content and tables are extracted. We then use an LLM to extract metadata from the document, including the company name, year, quarter, document type, and document title. The full document markdown then gets chunked, and LLM is used to summarize each chunk, and the summaries are embedded and saved to a vector database. Each table is also summarized by LLM and the summaries are embedded and saved to the vector database. The chunks and tables are also saved into a KV store. The pipeline is designed as such to improve retrieval accuracy of the `search_knowledge_base` tool used by the Question Answering worker agent. + +![dataprep architecture](assets/fin_agent_dataprep.png) + The `dataprep` microservice can ingest financial documents in two formats: 1. PDF documents stored locally, such as SEC filings saved in local directory. @@ -20,6 +26,10 @@ Please note: 1. Each financial document should be about one company. 2. URLs ending in `.htm` are not supported. +The Question Answering worker agent uses `search_knowledge_base` tool to get relevant information. The tool uses a dense retriever and a BM25 retriever to get many pieces of information including financial statement tables. Then an LLM is used to extract useful information related to the query from the retrieved documents. Refer to the diagram below. We found that using this method significantly improves agent performance. + +![finqa search tool arch](assets/finqa_tool.png) + ## 2. Getting started ### 2.1 Download repos diff --git a/FinanceAgent/assets/fin_agent_dataprep.png b/FinanceAgent/assets/fin_agent_dataprep.png new file mode 100644 index 0000000000000000000000000000000000000000..33ec739670d4cd188c326dff0e461faa3fb1f570 GIT binary patch literal 105247 zcmeFZcT`hZ_dgs9;zThP7!(C$919>thYkT19aN+fKuV%A7D@o=B!nOesElSTfKo*y z^h8t$Eff)PM2Z9m5=iKQ1PGXf(2~42s8gPq=llKr^{)3_>vz|3O~~AwyU#xR?DE;4 zb8p#NTgZSFz#tGv=G4jK_8^dSD+sj4aQ!;qn@esx(ZGLJ1=(910})zxO#pway?oT_ zCbP*E1k`+V^#{eLJ)bl2{q&Nmw!>szTG68uI(z&1hU=y7=kIK?mk&*0nI)GpgqIYxK%xWtKVm53#6F;!4 z$9gSO@|?ga%w3{FoBpC}W)mI0#qVH}bAlEo?{Zo>8}R*4py zp1%q)IT6qrx*qre&yy1rN&aFQ(R2+}1LyvL2AQlA(0+MgUr-y=M}f9Ajjhx=s~h6M zuzbZPVmDg4H94$h`o;slK4La!>OkFqT(QmZ{;e_G1kK7TVg~rN+)aHuU6~l})RA+B zCNW&pzuz7tT)M4J=n;#XHLDK3Dwyl>#7&W$uSAW!yC)RyH(+d9o7Aw!fY|g+)Sp8B z6m_qGvlbUn2v+P5=n$g8t&XqgrAIK+m&6QdJDxGSXjh+Q9^XyOD$uV@Ix$5c z&-DtaJ1wy|iqC0o7dmhvCt2xHQg;^KxpbEY9Q&-+2ZQH!^X@7dfA5OiN4k50Q%W>$ 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is_stream=False): resp.raise_for_status() # Raise an exception for unsuccessful HTTP status codes return ret except requests.exceptions.RequestException as e: - ret = f"An error occurred:{e}" + ret = f"ERROR OCCURRED IN TEST:{e}" return ret @@ -35,9 +35,9 @@ def test_worker_agent(args): query = {"role": "user", "messages": args.prompt, "stream": "false", "tool_choice": args.tool_choice} ret = process_request(url, query) print("Response: ", ret) - if "error" in ret.lower(): + if "ERROR OCCURRED IN TEST" in ret.lower(): print("Error in response, please check the server.") - return "error" + return "ERROR OCCURRED IN TEST" else: return "test completed with success" @@ -58,18 +58,18 @@ def test_chat_completion_multi_turn(args): print("===============First turn==================") user_message = "Key takeaways of Gap's 2024 Q4 earnings call?" ret = add_message_and_run(url, user_message, thread_id, stream=args.stream) - if "error" in ret.lower(): + if "ERROR OCCURRED IN TEST" in ret: print("Error in response, please check the server.") - return "error" + return "ERROR OCCURRED IN TEST" print("===============End of first turn==================") # second turn print("===============Second turn==================") user_message = "What was Gap's forecast for 2025?" ret = add_message_and_run(url, user_message, thread_id, stream=args.stream) - if "error" in ret.lower(): + if "ERROR OCCURRED IN TEST" in ret: print("Error in response, please check the server.") - return "error" + return "ERROR OCCURRED IN TEST" print("===============End of second turn==================") return "test completed with success" @@ -84,9 +84,9 @@ def test_supervisor_agent_single_turn(args): for query in query_list: thread_id = f"{uuid.uuid4()}" ret = add_message_and_run(url, query, thread_id, stream=args.stream) - if "error" in ret.lower(): + if "ERROR OCCURRED IN TEST" in ret: print("Error in response, please check the server.") - return "error" + return "ERROR OCCURRED IN TEST" print("=" * 50) return "test completed with success"