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Update sql-agent-i5O-case-study notebook #407

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@Anirudh31415926535 Anirudh31415926535 commented Feb 12, 2025 •
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This PR introduces a tutorial on creating a SQL agent using Cohere and LangChain. The agent translates natural language queries into SQL, enabling intuitive database interaction without direct SQL knowledge.

Key Changes:

  • Importing Libraries: The PR imports necessary libraries for creating the SQL agent, including langchain_cohere, langchain_community, and langchain_core.
  • Initializing LangChain SQL Toolkit: The LangChain SQL Toolkit is initialized, preparing components for querying the SQL database using natural language.
  • Creating Prompt Template: A prompt template is introduced, providing context and instructions to the model for generating accurate SQL statements.
  • Adding Memory to the Agent: The PR adds memory to the agent, allowing it to store and utilize previous messages for coherent conversations.
  • Testing the Agent: The agent is tested with various queries, demonstrating its ability to interpret natural language and generate SQL queries.

@Anirudh31415926535 Anirudh31415926535 requested a review from a team as a code owner February 12, 2025 07:35
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harry-cohere
harry-cohere approved these changes Feb 12, 2025
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Thanks!

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Anirudh31415926535 and others added 4 commits February 12, 2025 21:29
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Update fern/pages/cookbooks/sql-agent-cohere-langchain.mdx
f82f309 
Co-authored-by: harry-cohere <127103098+harry-cohere@users.noreply.github.com>
Signed-off-by: Anirudh31415926535 <anirudh@cohere.com>
@Anirudh31415926535 @harry-cohere
Update fern/pages/cookbooks/sql-agent-cohere-langchain.mdx
57ce11a 
Co-authored-by: harry-cohere <127103098+harry-cohere@users.noreply.github.com>
Signed-off-by: Anirudh31415926535 <anirudh@cohere.com>
@Anirudh31415926535 @harry-cohere
Update fern/pages/cookbooks/sql-agent-cohere-langchain.mdx
48d3d21 
Co-authored-by: harry-cohere <127103098+harry-cohere@users.noreply.github.com>
Signed-off-by: Anirudh31415926535 <anirudh@cohere.com>
@Anirudh31415926535 @harry-cohere
Update fern/pages/cookbooks/sql-agent-cohere-langchain.mdx
11dcc73 
Co-authored-by: harry-cohere <127103098+harry-cohere@users.noreply.github.com>
Signed-off-by: Anirudh31415926535 <anirudh@cohere.com>
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@Anirudh31415926535 Anirudh31415926535 requested a review from a team as a code owner February 13, 2025 09:01
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🌿 Preview your docs: https://cohere-preview-2f1237bc-ceda-491d-8847-5beb345323c3.docs.buildwithfern.com

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@lfayoux lfayoux lfayoux approved these changes

@harry-cohere harry-cohere harry-cohere approved these changes

@trentfowlercohere trentfowlercohere trentfowlercohere approved these changes

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