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RAG pipelines with Exa web retrieval v1.0.0

Use this resource to build a RAG pipeline with Exa's real-time web search

New

  • 437 downloads
  • 114 likes
  • 131 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install exa-retrieval-augmented-generation

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent plugs Exa in as a retrieval source for LangChain, LlamaIndex, the Vercel AI SDK or an MCP tool, then adds citations to answers. You get answers generated from recent, sourced web pages.

Mostly picked by

Updated November 2, 2026

Card for the “RAG pipelines with Exa web retrieval” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: selection table and essential patterns
  • references/: langchain, llamaindex, vercel-ai and mcp-tools

Good fit for

  • You want an agent to answer with recent web sources
  • You already run a LangChain or LlamaIndex pipeline

Not for

    Tags

    • rag
    • exa
    • langchain
    • citations

    About

    You say

    “Add Exa as a retriever in my LangChain chain and return the sources with each answer.”

    Card for the “RAG pipelines with Exa web retrieval” skill

    Skill published by ejirocodes under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to build a RAG pipeline with Exa's real-time web search
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/langchain.md6.9 KB
    • references/llamaindex.md7.4 KB
    • references/mcp-tools.md9.4 KB
    • references/vercel-ai.md8.1 KB
    • SKILL.md3.5 KB

    Origin and licence

    Listed unmodified

    Author
    ejirocodes
    Source
    github.com/ejirocodes/agent-skills/tree/6e805e4cc8a4378444c791d4a08e304347152bd0/exa/skills/exa-rag
    Licence
    MIT

    Notice

    « exa-rag » (ejirocodes, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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