Karthik Kalyanaraman karthikscale3

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karthikscale3 / gist:45800fc88123566ea11c8e079ac5799f

Created April 28, 2024 04:41

DSPy Chain of Thought - Query transformation

	import dspy
	from dspy.teleprompt import BootstrapFewShot


	class CoT(dspy.Module):
	def __init__(self):
	super().__init__()
	self.prog = dspy.ChainOfThought("question -> answer")

	def forward(self, question):

karthikscale3 / example_langtrace_rag.py

Created April 10, 2024 17:57

Langtrace and Signoz setup - FastAPI/LangChain/RAG

	from fastapi import FastAPI
	from langchain_community.vectorstores.faiss import FAISS
	from langchain_core.output_parsers import StrOutputParser
	from langchain_core.prompts.chat import ChatPromptTemplate
	from langchain_core.runnables import RunnablePassthrough
	from langchain_openai import ChatOpenAI, OpenAIEmbeddings
	from openai import OpenAI

	from langtrace_python_sdk import langtrace