LangChain: LCEL

satya - 2/15/2024, 2:16:32 PM

Understand Prompts here

Understand Prompts here

satya - 2/15/2024, 2:18:38 PM

You will find here

  1. Prompt templates
  2. get started
  3. how to guides
  4. No explicit class hierarchy but possibly one can derive from them.

satya - 2/15/2024, 2:19:16 PM

Class hierarchy diagram for Prompt classes in langchain

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satya - 2/15/2024, 2:23:55 PM

From alphasec.io: Various modules explored

From alphasec.io: Various modules explored

satya - 2/15/2024, 2:24:59 PM

what it has

  1. Models
  2. Embeddings
  3. Prompts
  4. Indexes
  5. Memory
  6. Note: Keep in mind this is an unknown source for me. Links mayor may not work in the future.

satya - 2/18/2024, 1:49:15 PM

How to write a LangChain LCEL component

How to write a LangChain LCEL component

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satya - 2/18/2024, 1:57:35 PM

Some explanation is available here

Some explanation is available here

satya - 2/18/2024, 1:58:36 PM

it has

  1. The or operator
  2. Runnable connection
  3. Runnable pass through
  4. Lambdas

satya - 2/18/2024, 1:58:46 PM

Does not cover

  1. streaming
  2. async etc.

satya - 2/18/2024, 2:35:39 PM

Pictorial of a langchain chain functions

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satya - 2/18/2024, 2:37:56 PM

Note that questions yields pretty good results

Note that questions yields pretty good results

satya - 2/18/2024, 2:38:27 PM

A guide langchains: avidya, babina

A guide langchains: avidya, babina

satya - 2/18/2024, 2:39:34 PM

covers

  1. basics
  2. router chains
  3. if/else chains
  4. chains of chains
  5. Default chains

satya - 2/19/2024, 9:15:28 AM

LCEL explained diagrammatically

satya - 2/19/2024, 10:16:54 AM

Lagnchain on github

Lagnchain on github

satya - 2/19/2024, 11:49:59 AM

Exploring LangChain Runnable framework

Exploring LangChain Runnable framework

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satya - 2/19/2024, 11:57:13 AM

LangChain docs on github

LangChain docs on github