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  • Camel is an open-source AI agent orchestration framework enabling multi-agent collaboration, tool integration, and planning with LLMs & knowledge graphs.
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    What is Camel AI?
    Camel AI is an open-source framework designed to simplify the creation and orchestration of intelligent agents. It offers abstractions for chaining large language models, integrating external tools and APIs, managing knowledge graphs, and persisting memory. Developers can define multi-agent workflows, decompose tasks into subplans, and monitor execution through a CLI or web UI. Built on Python and Docker, Camel AI allows seamless swapping of LLM providers, custom tool plugins, and hybrid planning strategies, accelerating development of automated assistants, data pipelines, and autonomous workflows at scale.
  • An open-source RAG chatbot framework using vector databases and LLMs to provide contextualized question-answering over custom documents.
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    What is ragChatbot?
    ragChatbot is a developer-centric framework designed to streamline the creation of Retrieval-Augmented Generation chatbots. It integrates LangChain pipelines with OpenAI or other LLM APIs to process queries against custom document corpora. Users can upload files in various formats (PDF, DOCX, TXT), automatically extract text, and compute embeddings using popular models. The framework supports multiple vector stores such as FAISS, Chroma, and Pinecone for efficient similarity search. It features a conversational memory layer for multi-turn interactions and a modular architecture for customizing prompt templates and retrieval strategies. With a simple CLI or web interface, you can ingest data, configure search parameters, and launch a chat server to answer user questions with contextual relevance and accuracy.
  • A blockchain-integrated Eliza chatbot that processes messages on Solana, storing conversational history via Anchor smart contracts.
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    What is Solana AI Agent Eliza?
    Solana AI Agent Eliza is a proof-of-concept AI agent that brings the classic Eliza chatbot onto the Solana blockchain. It comprises an Anchor-based Rust smart contract that implements the Eliza dialogue patterns and a lightweight web frontend. When a user submits a message, the frontend invokes the on-chain program, which generates an Eliza-style response and writes both the prompt and reply into a Solana account. This design demonstrates how to integrate simple AI logic directly on-chain, ensuring immutable, auditable conversation logs, and provides a template for developers to build more advanced AI agents on Solana.
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