Merge branch 'sql-agent-v1.2' of https://github.com/minmin-intel/GenA…

…IComps into sql-agent-v1.2

comps/agent/langchain/log

@@ -0,0 +1,46 @@
+[HumanMessage(content="what's the most recent album from the founder of ysl records?", id='cfde4aba-0464-4ad9-bd1c-d3fc40bbb46e'), AIMessage(content='', addi
+tional_kwargs={'tool_calls': [ChatCompletionOutputToolCall(function=ChatCompletionOutputFunctionDefinition(arguments={'query': 'founder of YSL Records'}, nam
+e='duckduckgo_search', description=None), id='142bd66e-7ec6-4381-bcb6-2d0bd4fcecd3', type='function')]}, id='6430421d-2238-452b-9fbe-4d6cc8bc0cd8', tool_call
+s=[{'name': 'duckduckgo_search', 'args': {'query': 'founder of YSL Records'}, 'id': '142bd66e-7ec6-4381-bcb6-2d0bd4fcecd3', 'type': 'tool_call'}]), ToolMessa
+ge(content='Prosecutors allege the chart-topping artist\'s label Young Stoner Life Records also stands for Young Slime ... a YSL co-founder who reached a ple
+a deal in 2022 and claimed Young Thug was a part ... In 2016, Young Thug founded YSL Records, with its full name, "Young Stoner Life," perfectly representing
+ the enigmatic persona of the label. YSL Records quickly became known for its ... The longest criminal trial in the State of Georgia\'s history has been plag
+ued by endless problems, including the recusal of not one but two judges in charge of the case. Young Thug and his lawyer ... Prosecutors say YSL - the acron
+ym for the artist\'s label, Young Stoner Life Records - also stands for Young Slime Life, an Atlanta-based street gang affiliated with the national Bloods ga
+ng. YSL Records calls its roster of artists the "Slime Family." ... YSL co-founder Walter Murphy entered a guilty plea on a single count of conspiracy to vio
+late the state\'s Racketeer Influenced ...', name='duckduckgo_search', id='1d9ebf6b-bf62-469a-8d45-365c0fa15bba', tool_call_id='142bd66e-7ec6-4381-bcb6-2d0bd
+4fcecd3'), HumanMessage(content='Retrieved document is not sufficient or relevant to answer the query. Reformulate the query to search knowledge base again.'
+, id='6f2fb9db-e5b4-4483-b69a-06122c996eb9'), AIMessage(content='', additional_kwargs={'tool_calls': [ChatCompletionOutputToolCall(function=ChatCompletionOut
+putFunctionDefinition(arguments={'query': 'YSL Records founder'}, name='duckduckgo_search', description=None), id='6d073578-5bf1-449e-8d32-4f3b5f999a06', typ
+e='function')]}, id='50a644af-3117-4513-be56-5fb4b16d0481', tool_calls=[{'name': 'duckduckgo_search', 'args': {'query': 'YSL Records founder'}, 'id': '6d0735
+78-5bf1-449e-8d32-4f3b5f999a06', 'type': 'tool_call'}]), ToolMessage(content='That same year, he founded the YSL record label, which the rapper has used to p
+ropel close friends and family members to industry success. The Birth Of YSL Records And Its Impact On The Music Industry In 2016, Young Thug founded YSL Rec
+ords, with its full name, "Young Stoner Life," perfectly representing the enigmatic persona of ... Young Thug, who runs the Young Stoner Life label, has been
+ accused of co-founding the Young Slime Life Atlanta gang and violating the RICO act, among other charges. Here\'s what to know about the ... The rapper foun
+ded the record label Young Stoner Life in 2016 as an imprint of 300 Entertainment. YSL Records calls its roster of artists the "Slime Family." One of the YSL
+ Records founder\'s charges includes conspiracy to violate the Racketeer Influenced and Corrupt Organizations Act (RICO).', name='duckduckgo_search', id='afc
+cee2f-f36f-4d86-8abd-8d05d733649d', tool_call_id='6d073578-5bf1-449e-8d32-4f3b5f999a06'), HumanMessage(content='Retrieved document is not sufficient or relev
+ant to answer the query. Reformulate the query to search knowledge base again.', id='22af0af8-92d0-4876-ad4e-16457c37f1f3'), AIMessage(content='', additional
+_kwargs={'tool_calls': [ChatCompletionOutputToolCall(function=ChatCompletionOutputFunctionDefinition(arguments={'query': 'latest album by Young Thug'}, name=
+'duckduckgo_search', description=None), id='2315fb35-11ec-4a6b-be86-405a1efef411', type='function')]}, id='189ba925-9f82-4e9e-bdab-6dcfc49a196e', tool_calls=
+[{'name': 'duckduckgo_search', 'args': {'query': 'YSL Records founder name'}, 'id': 'cddeca43-88e2-4279-90aa-4c0b58b8b3c4', 'type': 'tool_call'}, {'name': 'd
+uckduckgo_search', 'args': {'query': 'latest album by Young Thug'}, 'id': '2315fb35-11ec-4a6b-be86-405a1efef411', 'type': 'tool_call'}]), ToolMessage(content
+='In 2016, Young Thug founded YSL Records, with its full name, "Young Stoner Life," perfectly representing the enigmatic persona of the label. YSL Records qu
+ickly became known for its ... Thug is also the founder of Young Stoner Life Records. However, the rapper was arrested in May 2022 and charged with conspirin
+g to violate the state\'s Racketeer Influenced and Corrupt Organizations (RICO) Act, according to. Prosecutors alleged that YSL was a street gang connected t
+o a sleuth of crimes. Prosecutors say YSL - the acronym for the artist\'s label, Young Stoner Life Records - also stands for Young Slime Life, an Atlanta-bas
+ed street gang affiliated with the national Bloods gang. Trontavious Stephens, a co-founder of YSL, took the witness stand for hours Wednesday and Thursday.
+Stephens testified that he had a criminal record, but he said he did not commit crimes with ... Young Thug\'s arrest sent shockwaves through the rap communit
+y. On May 9, 2022, the YSL rapper was apprehended along with 27 other alleged gang members as part of a sprawling 56-count indictment ...', name='duckduckgo_
+search', id='153464f0-aee1-4097-aae6-191ffa372aa6', tool_call_id='cddeca43-88e2-4279-90aa-4c0b58b8b3c4'), ToolMessage(content='The discography of American ra
+pper Young Thug consists of three studio albums, two compilation albums, twelve self-released mixtapes, seven commercial mixtapes, three extended plays, and
+sixty-nine singles (including 71 as a featured artist).. In 2015, Thug released his debut mixtape, Barter 6, which reached number 22 on the Billboard 200. Hi
+s 2016 mixtape, I\'m Up matched the same position. Atlanta singer (and Thugger\'s rumored girlfriend) also released her own "From a Woman" Friday. Even behin
+d bars, Young Thug remains prolific, with the rapper dropping his new single "From a Man ... Mariah The Scientist\'s new song "From A Woman" isn\'t musically
+ connected to "From A Man," though Mariah\'s cover art works as a flipside to Thug\'s. She sings about finding someone ... Future, Young Thug & More Join Mus
+tard On New Album \'Faith Of A Mustard Seed\': Stream. News | Jul 28, 2024, 11:00 AM PDT. HipHopDX brings you all the newest Young Thug albums, songs, and ..
+. Find top songs and albums by Young Thug including Lifestyle (feat. Young Thug & Rich Homie Quan), It\'s Up and more. ... JEFFREY to the country-ish sides o
+f Beautiful Thugger Girls—has cracked the mainstream, laying the groundwork for a new crop of fellow eccentrics like Lil Uzi Vert and Playboi Carti. In other 
+words, Thug hasn\'t adjusted ...', name='duckduckgo_search', id='79667433-d46e-4536-a04b-842223008bdc', tool_call_id='2315fb35-11ec-4a6b-be86-405a1efef411')
+, HumanMessage(content='Retrieved document is not sufficient or relevant to answer the query. Reformulate the query to search knowledge base again.', id='2f1
+b3773-8837-4f14-82b5-0a8bbccf3948'), HumanMessage(content='I don’t know.', id='a08edb17-a41a-458f-903e-0f7e15908e3f')]

data/hub/version.txt

@@ -0,0 +1 @@
+1

tests/test-agent-langchain-assistantsapi.log

@@ -0,0 +1,27 @@
+env_config:  ['--model', 'meta-llama/Meta-Llama-3.1-70B-Instruct', '--recursion_limit', '15', '--max_new_tokens', '4096', '--temperature', '0.01']
+==========sys_args==========:
+ Namespace(agent_name='OPEA_Default_Agent', custom_prompt=None, db_name=None, db_path=None, debug=False, hints_file=None, llm_endpoint_url='http://localhost:8080', llm_engine='tgi', max_new_tokens=4096, model='meta-llama/Meta-Llama-3.1-70B-Instruct', port=9090, recursion_limit=15, repetition_penalty=1.03, require_human_feedback=False, return_full_text=False, role_description='LLM enhanced agent', strategy='react_langchain', streaming=True, temperature=0.01, timeout=60, tools='tools/custom_tools.yaml', top_k=10, top_p=0.95, use_hints=False, with_memory=False, with_store=False)
+test args: Namespace(agent_name='OPEA_Default_Agent', assistants_api_test=True, custom_prompt=None, db_name=None, db_path=None, debug=False, endpoint_test=False, ext_port='9095', filedir='./', filename='query.csv', hints_file=None, ip_addr='10.7.4.57', llm_endpoint_url='http://localhost:8080', llm_engine='tgi', local_test=False, max_new_tokens=4096, model='meta-llama/Meta-Llama-3.1-70B-Instruct', output='output.csv', port=9090, q=0, query='What is Intel OPEA project?', recursion_limit=15, repetition_penalty=1.03, require_human_feedback=False, return_full_text=False, role_description='LLM enhanced agent', strategy='react_langchain', streaming=True, temperature=0.01, timeout=60, tools='tools/custom_tools.yaml', top_k=10, top_p=0.95, use_hints=False, ut=False, with_memory=False, with_store=False)
+send request to http://10.7.4.57:9095/v1/assistants, data is {}
+{'id': 'assistant_ReActAgentwithLangchain_86106da1-87e8-4424-a4e4-6b2aa131d29a', 'object': 'assistant', 'created_at': 1733791024, 'name': None, 'description': None, 'model': 'Intel/neural-chat-7b-v3-3', 'instructions': None, 'tools': None}
+Created Assistant Id:  assistant_ReActAgentwithLangchain_86106da1-87e8-4424-a4e4-6b2aa131d29a
+send request to http://10.7.4.57:9095/v1/threads, data is {}
+{'id': 'thread_2fa8fae7-6cfe-4b35-b2e0-eb214a80a81b', 'object': 'thread', 'created_at': 1733791024}
+Created Thread Id:  thread_2fa8fae7-6cfe-4b35-b2e0-eb214a80a81b
+send request to http://10.7.4.57:9095/v1/threads/thread_2fa8fae7-6cfe-4b35-b2e0-eb214a80a81b/messages, data is {"role": "user", "content": "What is Intel OPEA project?"}
+{'id': 'msg_c7ab1fa5-30bb-45c8-950b-abdd4b0f9e1d', 'object': 'thread.message', 'created_at': 1733791024, 'thread_id': 'thread_2fa8fae7-6cfe-4b35-b2e0-eb214a80a81b', 'role': 'user', 'status': None, 'content': [{'type': 'text', 'text': 'What is Intel OPEA project?'}], 'assistant_id': None, 'run_id': None, 'attachments': None}
+You may cancel the running process with cmdline
+curl http://10.7.4.57:9095/v1/threads/thread_2fa8fae7-6cfe-4b35-b2e0-eb214a80a81b/runs/cancel -X POST -H 'Content-Type: application/json'
+send request to http://10.7.4.57:9095/v1/threads/thread_2fa8fae7-6cfe-4b35-b2e0-eb214a80a81b/runs, data is {"assistant_id": "assistant_ReActAgentwithLangchain_86106da1-87e8-4424-a4e4-6b2aa131d29a"}
+Calling Tool: `search_knowledge_base` with input `Intel OPEA project
+`
+
+Tool Result: `
+    The Linux Foundation AI & Data announced the Open Platform for Enterprise AI (OPEA) as its latest Sandbox Project.
+    OPEA aims to accelerate secure, cost-effective generative AI (GenAI) deployments for businesses by driving interoperability across a diverse and heterogeneous ecosystem, starting with retrieval-augmented generation (RAG).
+    `
+
+data: 'The Intel OPEA project, also known as the Open Platform for Enterprise AI, is a Linux Foundation AI & Data Sandbox Project that aims to accelerate secure and cost-effective generative AI deployments for businesses by driving interoperability across a diverse ecosystem, starting with retrieval-augmented generation (RAG).'
+
+data: [DONE]
+