janakiramm

import os
from typing import Dict, Any
from datetime import datetime, timedelta
import pytz
import requests

from openai import OpenAI

import chromadb
from chromadb.utils import embedding_functions

janakiramm

import os
from datetime import datetime, timedelta
import pytz
import requests
import json

from langchain_nvidia_ai_endpoints import ChatNVIDIA, NVIDIAEmbeddings
from langchain_community.document_loaders import WebBaseLoader
from langchain_text_splitters import RecursiveCharacterTextSplitter
from langchain_community.vectorstores import FAISS

janakiramm

janakiramm

from huggingface_hub import InferenceClient

client = InferenceClient("http://127.0.0.1:8080")

tools = [
    {
        "type": "function",
        "function": {
            "name": "get_flight_status",
            "description": "Get status of a flight",

janakiramm

import google.generativeai as genai

##The Function get_flight_status is available at https://gist.github.com/janakiramm/2143b909626f5f01d64739e3fe90c9c8

def get_departure_gate(flight:str):
    """Returns Departure Information"""
    return "B11"

model = genai.GenerativeModel(
        model_name='gemini-1.0-pro', 

janakiramm

from openai import OpenAI

#Initialize the environment variable OPENAI_API_KEY with your api key
client = OpenAI()

#Function is available at https://gist.github.com/janakiramm/2143b909626f5f01d64739e3fe90c9c8

tools = [
    {
        "type": "function",

janakiramm

import ast
import json
import random
from datetime import datetime, timedelta
import requests
import pytz

def get_flight_status(flight):
    """Returns Flight Information"""

janakiramm

### Install required modules and set the envvar for Gemini API Key
#pip install google.generativeai
#pip install langchain-google-genai
#pip install langchain
#pip install langchain_community
#pip install jupyter

#export GOOGLE_API_KEY="YOUR_GOOGLE_API_KEY"

#Import Modules

janakiramm

### Install required modules and set the envvar for Gemini API Key
#pip install pypdf2
#pip install chromadb
#pip install google.generativeai
#pip install langchain-google-genai
#pip install langchain
#pip install langchain_community
#pip install jupyter

#export GOOGLE_API_KEY="YOUR_GOOGLE_API_KEY"

janakiramm

# The previous part of this tutorial is at https://gist.github.com/janakiramm/55d2d8ec5d14dd45c7e9127d81cdafcd

from vertexai.language_models import TextEmbeddingModel
from google.cloud import aiplatform
import vertexai
from vertexai.preview.generative_models import GenerativeModel, Part
import json
import os

project=”YOUR_GCP_PROJECT”