diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml index d70e89d6..5c1413a8 100644 --- a/docs/mkdocs.yml +++ b/docs/mkdocs.yml @@ -148,6 +148,7 @@ nav: - Vector Search: examples/python_examples/vector_search.md - Chatbot: examples/python_examples/chatbot.md - Evaluation: examples/python_examples/evaluations.md + - AI Agent: examples/python_examples/aiagent.md - Miscellaneous: - YouTube Transcript Search: notebooks/youtube_transcript_search.ipynb - Documentation QA Bot using LangChain: notebooks/code_qa_bot.ipynb @@ -237,6 +238,7 @@ nav: - Vector Search: examples/python_examples/vector_search.md - Chatbot: examples/python_examples/chatbot.md - Evaluation: examples/python_examples/evaluations.md + - AI Agent: examples/python_examples/aiagent.md - Miscellaneous: - YouTube Transcript Search: notebooks/youtube_transcript_search.ipynb - Documentation QA Bot using LangChain: notebooks/code_qa_bot.ipynb diff --git a/docs/src/examples/python_examples/aiagent.md b/docs/src/examples/python_examples/aiagent.md new file mode 100644 index 00000000..12b624ae --- /dev/null +++ b/docs/src/examples/python_examples/aiagent.md @@ -0,0 +1,27 @@ +# AI Agents: Intelligent Collaboration🤖 + +Think of a platform💻 where AI Agents🤖 can seamlessly exchange information, coordinate over tasks, and achieve shared targets with great efficiency📈🚀. + +## Vector-Based Coordination: The Technical Advantage +Leveraging LanceDB's vector-based capabilities, our coordination application enables AI agents to communicate and collaborate through dense vector representations 🤖. AI agents can exchange information, coordinate on a task or work towards a common goal, just by giving queries📝. + +| **AI Agents** | **Description** | **Links** | +|:--------------|:----------------|:----------| +| **AI Agents: Reducing Hallucinationt📊** | 🤖💡 Reduce AI hallucinations using Critique-Based Contexting! Learn by Simplifying and Automating tedious workflows by going through fitness trainer agent example.💪 | [![Github](../../assets/github.svg)][hullucination_github]
[![Open In Collab](../../assets/colab.svg)][hullucination_colab]
[![Python](../../assets/python.svg)][hullucination_python]
[![Ghost](../../assets/ghost.svg)][hullucination_ghost] | +| **AI Trends Searcher: CrewAI🔍️** | 🔍️ Learn about CrewAI Agents ! Utilize the features of CrewAI - Role-based Agents, Task Management, and Inter-agent Delegation ! Make AI agents work together to do tricky stuff 😺| [![Github](../../assets/github.svg)][trend_github]
[![Open In Collab](../../assets/colab.svg)][trend_colab]
[![Ghost](../../assets/ghost.svg)][trend_ghost] | +| **SuperAgent Autogen🤖** | 💻 AI interactions with the Super Agent! Integrating Autogen, LanceDB, LangChain, LiteLLM, and Ollama to create AI agent that excels in understanding and processing complex queries.🤖 | [![Github](../../assets/github.svg)][superagent_github]
[![Open In Collab](../../assets/colab.svg)][superagent_colab] | + + +[hullucination_github]: https://github.com/lancedb/vectordb-recipes/blob/main/examples/reducing_hallucinations_ai_agents +[hullucination_colab]: https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/reducing_hallucinations_ai_agents/main.ipynb +[hullucination_python]: https://github.com/lancedb/vectordb-recipes/blob/main/examples/reducing_hallucinations_ai_agents/main.py +[hullucination_ghost]: https://blog.lancedb.com/how-to-reduce-hallucinations-from-llm-powered-agents-using-long-term-memory-72f262c3cc1f/ + +[trend_github]: https://github.com/lancedb/vectordb-recipes/blob/main/examples/AI-Trends-with-CrewAI +[trend_colab]: https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/AI-Trends-with-CrewAI/CrewAI_AI_Trends.ipynb +[trend_ghost]: https://blog.lancedb.com/track-ai-trends-crewai-agents-rag/ + +[superagent_github]: https://github.com/lancedb/vectordb-recipes/blob/main/examples/SuperAgent_Autogen +[superagent_colab]: https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/examples/SuperAgent_Autogen/main.ipynb + +