### Install Exa Search Libraries and Run Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/hermes2/README.md

Installs the exa_py and bs4 libraries and then runs the Exa search example script.

```shell
pip install -U exa_py bs4

python cookbook/llms/hermes2/exa_kg.py
```

--------------------------------

### Install Phidata and Dependencies

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/integrations/portkey/Phidata_with_ Perplexity.ipynb

Install the necessary libraries for Phidata, Portkey, and other integrations. This is a prerequisite for running the examples.

```python
!pip install phidata portkey-ai duckduckgo-search yfinance
```

--------------------------------

### Install Dependencies and Run Playground

Source: https://github.com/agno-agi/phidata/blob/main/README.md

Install the necessary Python packages for FastAPI and SQLAlchemy, then run the playground script. This command sequence prepares your environment and starts the local development server for the Agent Playground.

```shell
pip install 'fastapi[standard]' sqlalchemy

python playground.py
```

--------------------------------

### Install Project Dependencies

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/examples/data_eng/README.md

Installs all necessary Python libraries for the data engineering examples from a requirements file. Ensure your virtual environment is activated before running this command.

```shell
pip install -r cookbook/examples/data_eng/requirements.txt
```

--------------------------------

### Install OpenBB Libraries for Financial Analysis

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/groq/finance_analyst/README.md

Installs the OpenBB library with all extensions and additional data handling libraries (polars, pyarrow). This setup is for the OpenBB-integrated financial analyst.

```shell
pip install "openbb[all]" polars pyarrow
```

--------------------------------

### Run Basic Assistant Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/groq/README.md

Executes the basic Groq assistant example script.

```shell
python cookbook/llms/groq/basic.py
```

--------------------------------

### Install Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/integrations/qdrant/README.md

Installs the required Python libraries: qdrant-client, pypdf, openai, and phidata.

```shell
pip install -U qdrant-client pypdf openai phidata
```

--------------------------------

### Run Structured Output Assistant Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/groq/README.md

Executes the Groq assistant example script demonstrating structured output.

```shell
python cookbook/llms/groq/structured_output.py
```

--------------------------------

### Install Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/examples/structured_output/README.md

Install the necessary libraries, OpenAI and Phidata, using pip.

```shell
pip install -U openai phidata
```

--------------------------------

### Install Financial Analysis Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/groq/README.md

Installs the yfinance library for financial data analysis.

```shell
pip install -U yfinance
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/groq/README.md

Installs the necessary Python packages for Groq, data searching, and data handling.

```shell
pip install -U groq duckduckgo-search duckdb yfinance phidata
```

--------------------------------

### Install Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/groq/README.md

Installs the Groq and Phidata libraries using pip. Ensure your virtual environment is activated.

```shell
pip install -U groq phidata
```

--------------------------------

### Install Python Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/examples/rag_with_lance_and_sqllite/README.md

Install the required Python packages: phidata, ollama, lancedb, pandas, and sqlalchemy. Use pip for installation.

```shell
!pip install -U phidata ollama lancedb pandas sqlalchemy
```

--------------------------------

### Install Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/google/README.md

Installs the required Python libraries: google-generativeai, duckduckgo-search, and phidata.

```shell
pip install -U google-generativeai duckduckgo-search phidata
```

--------------------------------

### Install Libraries for Knowledge Assistants

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/README.md

Installs SQLAlchemy, pgvector, psycopg, and pypdf for assistants requiring knowledge integration.

```shell
pip install -U sqlalchemy pgvector "psycopg[binary]" pypdf
```

--------------------------------

### Run Web Search Assistant Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/groq/README.md

Executes the Groq assistant example script that includes web search functionality.

```shell
python cookbook/llms/groq/assistant.py
```

--------------------------------

### Install Mistral AI and Phidata Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/mistral/README.md

Installs the necessary Python libraries for Mistral AI and Phidata. Use '-U' to upgrade if already installed.

```shell
pip install -U mistralai phidata
```

--------------------------------

### Install Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/claude/README.md

Installs necessary Python libraries for the project.

```shell
pip install -U anthropic duckduckgo-search duckdb yfinance phidata
```

--------------------------------

### Install Project Dependencies

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/ollama/video_summary/README.md

Install all required Python libraries for the video summarization app. Ensure your virtual environment is activated before running.

```shell
pip install -r cookbook/llms/ollama/video_summary/requirements.txt
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/google/README.md

Installs the necessary Python packages for Google Gemini, web search, financial data, and phidata.

```shell
pip install -U google-generativeai duckduckgo-search yfinance phidata
```

--------------------------------

### Install Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/integrations/clickhouse/README.md

Installs the required Python libraries: pypdf, clickhouse-connect, openai, and phidata.

```shell
pip install -U pypdf clickhouse-connect openai phidata
```

--------------------------------

### Install Libraries for Agentic RAG

Source: https://github.com/agno-agi/phidata/blob/main/README.md

Installs the necessary Python libraries for running the Agentic RAG example.

```shell
pip install lancedb tantivy pypdf sqlalchemy

python rag_agent.py
```

--------------------------------

### Install Python Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/hermes/README.md

Installs essential Python libraries including ollama, duckduckgo-search, duckdb, yfinance, and phidata. Use `-U` to upgrade if already installed.

```shell
pip install -U ollama duckduckgo-search duckdb yfinance phidata
```

--------------------------------

### Install Project Dependencies

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/examples/auto_rag/README.md

Installs the necessary Python libraries from the requirements file.

```shell
pip install -r cookbook/examples/auto_rag/requirements.txt
```

--------------------------------

### Install Project Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/agents_101/README.md

Installs all necessary Python libraries for the project, including Phidata and its dependencies.

```shell
pip install -U openai duckduck-search duckdb yfinance lancedb tantivy pypdf sqlalchemy 'fastapi[standard]' phidata
```

--------------------------------

### Install yfinance and Test Finance Assistant

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/google/README.md

Installs the yfinance library and then runs the finance assistant script for financial data tasks.

```shell
pip install yfinance
python cookbook/llms/google/finance.py
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/together/README.md

Installs the necessary Python libraries: together, openai, and phidata. Ensure your virtual environment is active.

```shell
pip install -U together openai phidata
```

--------------------------------

### Run Structured Output Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/hermes2/README.md

Executes a Python script demonstrating how to get structured JSON output from Hermes 2 Pro.

```shell
python cookbook/llms/hermes2/structured_output.py
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/integrations/chromadb/README.md

Installs the necessary Python libraries: chromadb, pypdf, openai, and phidata.

```shell
pip install -U chromadb pypdf openai phidata
```

--------------------------------

### Install Project Dependencies

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/groq/research/README.md

Installs all required Python libraries listed in the requirements file for the Groq research assistant.

```shell
pip install -r cookbook/llms/groq/research/requirements.txt
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/vertexai/README.md

Installs the necessary Python packages for VertexAI, search, data retrieval, and phidata.

```shell
pip install -U google-cloud-aiplatform duckduckgo-search yfinance phidata
```

--------------------------------

### Install Phidata and OpenAI Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/README.md

Installs the necessary Phidata and OpenAI Python libraries.

```shell
pip install -U phidata openai
```

--------------------------------

### Install Ollama and Run Models

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/ollama/README.md

Installs Ollama and runs a chat model. Message '/bye' to exit.

```shell
ollama run llama3.1:8b
```

--------------------------------

### Install Phidata and Llama Cpp Python

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/llama_cpp/README.md

Installs the necessary phidata library and the llama-cpp-python package with server capabilities. Ensure the virtual environment is activated.

```shell
pip install -U phidata 'llama-cpp-python[server]'
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/bedrock/README.md

Installs necessary Python packages including boto3, duckduckgo-search, duckdb, yfinance, and phidata.

```shell
pip install -U boto3 duckduckgo-search duckdb yfinance phidata
```

--------------------------------

### Run Basic Assistant Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/README.md

Executes the Python script for a basic Phidata Assistant.

```shell
python cookbook/assistants/basic.py
```

--------------------------------

### Install Project Dependencies

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/examples/personalization/README.md

Installs all necessary Python libraries listed in the requirements file. Ensure your virtual environment is activated.

```shell
pip install -r cookbook/examples/personalization/requirements.txt
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/cohere/README.md

Installs the necessary Python libraries for the project, including cohere, duckduckgo-search, yfinance, exa_py, and phidata.

```shell
pip install -U cohere duckduckgo-search yfinance exa_py phidata
```

--------------------------------

### Install Libraries and Run Web Search Agent

Source: https://github.com/agno-agi/phidata/blob/main/README.md

These shell commands install the required Python packages for the web search agent and set the OpenAI API key. Then, it shows how to run the Python script.

```shell
pip install phidata openai duckduckgo-search

export OPENAI_API_KEY=sk-xxxx

python web_search.py
```

--------------------------------

### Install Python Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/hermes2/README.md

Installs necessary Python libraries including ollama, duckduckgo-search, yfinance, and phidata.

```shell
pip install -U ollama duckduckgo-search yfinance phidata
```

--------------------------------

### Install Project Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llm_os/README.md

Installs all necessary Python libraries for the LLM OS project from the requirements file. This should be run after activating the virtual environment.

```shell
pip install -r cookbook/llm_os/requirements.txt
```

--------------------------------

### Install Libraries and Run Finance Agent

Source: https://github.com/agno-agi/phidata/blob/main/README.md

These shell commands install the yfinance library and then execute the finance agent Python script.

```shell
pip install yfinance

python finance_agent.py
```

--------------------------------

### Install Ollama and Run a Model

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/ollama_tools/README.md

Installs Ollama and runs a chat model. Type '/bye' to exit.

```shell
ollama run llama3.2
```

--------------------------------

### Install Project Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/examples/pdf/README.md

Installs all necessary Python libraries for the PDF Assistant, including pgvector, pypdf, sqlalchemy, openai, and phidata.

```shell
pip install -U pgvector pypdf "psycopg[binary]" sqlalchemy openai phidata
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/integrations/pinecone/README.md

Installs the necessary Python libraries including Pinecone, pypdf, OpenAI, and Phidata.

```shell
pip install -U pinecone pypdf openai phidata
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/fireworks/README.md

Installs necessary Python libraries including openai, duckduckgo-search, duckdb, yfinance, and phidata.

```shell
pip install -U openai duckduckgo-search duckdb yfinance phidata
```

--------------------------------

### Install DuckDB and Run Data Analyst Script

Source: https://github.com/agno-agi/phidata/blob/main/README.md

Install the duckdb library and then run the data analyst Python script.

```shell
pip install duckdb

python data_analyst.py
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/openai/README.md

Installs the necessary Python libraries for the project, including openai, phidata, and duckduckgo-search. Ensure your virtual environment is activated.

```shell
pip install -U openai phidata duckduckgo-search
```

--------------------------------

### Install Project Requirements

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/examples/research/README.md

Installs all necessary Python packages listed in the requirements.txt file for the research project.

```shell
pip install -r cookbook/examples/research/requirements.txt
```

--------------------------------

### Install Ollama and Phidata Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/ollama/README.md

Installs the necessary Python libraries, ollama and phidata, for interacting with Ollama models.

```shell
pip install -U ollama phidata
```

--------------------------------

### Install PDF Knowledge Base Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/knowledge/README.md

Installs libraries necessary for processing PDF documents and parsing HTML content for the knowledge base.

```shell
pip install -U pypdf bs4
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/cohere/README.md

Installs the necessary Python libraries for using Cohere, DuckDuckGo Search, DuckDB, yfinance, and phidata.

```shell
pip install -U cohere duckduckgo-search duckdb yfinance phidata
```

--------------------------------

### Install Required Python Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/integrations/singlestore/README.md

Installs necessary Python packages including pymysql, sqlalchemy, pypdf, openai, and phidata.

```shell
pip install -U pymysql sqlalchemy pypdf openai phidata
```

--------------------------------

### Install Phidata

Source: https://github.com/agno-agi/phidata/blob/main/README.md

Install the Phidata package using pip. This command ensures you get the latest version.

```shell
pip install -U phidata
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/teams/journalist/README.md

Installs essential Python libraries for the Journalist Workflow, including openai, google-search-results, newspaper3k, lxml_html_clean, and phidata.

```shell
pip install openai google-search-results newspaper3k lxml_html_clean phidata
```

--------------------------------

### Install Project Dependencies

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/groq/investment_researcher/README.md

Installs all necessary Python libraries for the Investment Researcher project from the requirements file. Ensure your virtual environment is activated.

```shell
pip install -r cookbook/llms/groq/investment_researcher/requirements.txt
```

--------------------------------

### Install Python Packages

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/advanced_rag/image_search/README.md

Installs the necessary Python packages from the requirements.txt file. Ensure you have Python 3.10+ and a virtual environment activated.

```bash
pip install -r requirements.txt
```

--------------------------------

### Run PgVector with Helper Script

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/examples/auto_rag/README.md

Starts the PgVector database using a provided shell script. Docker Desktop must be installed first.

```shell
./cookbook/run_pgvector.sh
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/vertexai/README.md

Install the necessary Python libraries for Google Cloud AI Platform and Phidata. Ensure you have activated your virtual environment first.

```shell
pip install -U google-cloud-aiplatform phidata
```

--------------------------------

### Interact with World Explorer in terminal

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/examples/worldbuilding/README.md

Example of a query to ask the World Explorer after it has been run. This demonstrates how to interact with the tool to get information about the world.

```text
Tell me about this world
```

--------------------------------

### Run Autonomous Assistant Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/README.md

Executes the Python script for the Autonomous Assistant.

```shell
python cookbook/assistants/auto_assistant.py
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/examples/hybrid_search/lancedb/README.md

Installs the necessary Python packages for LanceDB, search functionality, PDF handling, and AI integration. Ensure you have `pip` installed and updated.

```shell
pip install -U lancedb tantivy pypdf openai phidata
```

--------------------------------

### Run RAG Assistant Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/README.md

Executes the Python script for the Retrieval-Augmented Generation (RAG) Assistant.

```shell
python cookbook/assistants/rag_assistant.py
```

--------------------------------

### Install Python Packages

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/advanced_rag/pinecone_hybrid_search/README.md

Installs the necessary Python packages for the project using pip. Ensure you have Python 3.10+ installed and activate your virtual environment before running.

```bash
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
```

--------------------------------

### Run YFinance Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/cohere/README.md

Executes the Python script for demonstrating financial data retrieval using the YFinance library with Cohere's models.

```shell
python cookbook/llms/cohere/finance.py
```

--------------------------------

### Run Multimodal Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/vertexai/samples/README.md

Executes the multimodal Python script. This sample demonstrates how to use the Gemini API for multimodal inputs.

```shell
python cookbook/llms/gemini/samples/multimodal.py
```

--------------------------------

### Install Libraries for Grok Agents

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/playground/README.md

Installs required Python libraries for Grok agents.

```shell
pip install -U openai duckduckgo-search yfinance pypdf sqlalchemy 'fastapi[standard]' phidata youtube-transcript-api
```

--------------------------------

### Run Web Search Assistant Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/README.md

Executes the Python script for the Web Search Assistant.

```shell
python cookbook/assistants/web_search.py
```

--------------------------------

### Install Libraries for Ollama Agents

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/playground/README.md

Installs required Python libraries for Ollama agents.

```shell
pip install -U ollama duckduckgo-search yfinance pypdf sqlalchemy 'fastapi[standard]' phidata youtube-transcript-api
```

--------------------------------

### Create and Activate Virtual Environment

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/llama_cpp/README.md

Sets up a Python virtual environment for managing project dependencies. Activate it before installing libraries.

```shell
python3 -m venv ~/.venvs/llamaenv
source ~/.venvs/llamaenv/bin/activate
```

--------------------------------

### Install Libraries for OpenAI Agents

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/playground/README.md

Installs required Python libraries for OpenAI agents.

```shell
pip install -U openai exa_py duckduckgo-search yfinance pypdf sqlalchemy 'fastapi[standard]' youtube-transcript-api phidata
```

--------------------------------

### Create Virtual Environment

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/deepseek/README.md

Sets up a Python virtual environment for project dependencies.

```shell
python3 -m venv venv
source venv/bin/activate
```

--------------------------------

### Run Web Search Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/hermes2/README.md

Executes a Python script demonstrating web search functionality with Hermes 2 Pro.

```shell
python cookbook/llms/hermes2/web_search.py
```

--------------------------------

### Install DuckDB for Data Analysis

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/README.md

Installs the DuckDB library for data analysis capabilities.

```shell
pip install -U duckdb
```

--------------------------------

### Run SingleStore Docker Container

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/integrations/singlestore/README.md

Starts a SingleStore database instance using Docker. Ensure to map the necessary ports.

```shell
docker run \
    -d --name singlestoredb-dev \
    -e ROOT_PASSWORD="admin" \
    -p 3306:3306 -p 8080:8080 -p 9000:9000 \
    --platform linux/amd64 \
    ghcr.io/singlestore-labs/singlestoredb-dev:latest
```

--------------------------------

### Run Qdrant Docker Container

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/integrations/qdrant/README.md

Starts a Qdrant instance using Docker, mapping ports and persisting storage.

```shell
docker run -p 6333:6333 -p 6334:6334 -v $(pwd)/qdrant_storage:/qdrant/storage:z qdrant/qdrant
```

--------------------------------

### Run Basic Agent (Streaming On)

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/vertexai/README.md

Executes a basic VertexAI Gemini agent with streaming output enabled.

```shell
python cookbook/providers/vertexai/basic_stream.py
```

--------------------------------

### Run Web Search Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/cohere/README.md

Executes the Python script for demonstrating web search functionality using Cohere's models.

```shell
python cookbook/llms/cohere/web_search.py
```

--------------------------------

### Import Necessary Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/integrations/portkey/Phidata_with_ Perplexity.ipynb

Import core components from Phidata, OpenAI (via Portkey), and Portkey AI for setting up the assistant and API connections.

```python
import os

from phi.assistant import Assistant
from phi.llm.openai import OpenAIChat

from portkey_ai import PORTKEY_GATEWAY_URL, createHeaders
```

--------------------------------

### Install Project Requirements

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/examples/streamlit/geobuddy/readme.md

Installs all necessary Python packages for the GeoBuddy application using a requirements file.

```shell
pip install -r cookbook/examples/streamlit/geobuddy/requirements.txt
```

--------------------------------

### Install Project Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/mistral/rag/README.md

Installs all necessary Python libraries specified in the requirements file for the RAG application.

```shell
pip install -r cookbook/llms/mistral/rag/requirements.txt
```

--------------------------------

### Install DuckDuckGo Search for Web Search

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/README.md

Installs the DuckDuckGo search library for web search functionality.

```shell
pip install -U duckduckgo-search
```

--------------------------------

### Run Structured Output Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/cohere/README.md

Executes the Python script for demonstrating how to obtain structured output from Cohere's models.

```shell
python cookbook/llms/cohere/structured_output.py
```

--------------------------------

### Initialize Assistant with Portkey and Perplexity

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/integrations/portkey/Phidata_with_ Perplexity.ipynb

Configure and initialize the Phidata Assistant using an LLM routed through Portkey Gateway to access Perplexity models. This setup allows for tracking and managing API calls.

```python
# Initialize the OpenAIChat model
llm = OpenAIChat(
    api_key="dummy",  # Using Virtual Key instead
    model="llama-3-sonar-small-32k-online",  # Use your choice of model from Perplexity Documentation
    base_url=PORTKEY_GATEWAY_URL,
    default_headers=createHeaders(
        virtual_key=PERPLEXITY_VIRTUAL_KEY,  # Replace with your virtual key for Anthropic from Portkey
        api_key=PORTKEY_API_KEY,  # Replace with your Portkey API key
    ),
)

# Financial analyst built using Phydata and Perplexity API

Stock_agent = Assistant(
    llm=llm,
    show_tool_calls=True,
    markdown=True,
)

Stock_agent.print_response("What is the price of Nvidia stock? Write a report about Nvidia in detail.")
```

--------------------------------

### Run Exa Search Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/cohere/README.md

Executes the Python script for demonstrating search functionality using the Exa Search API with Cohere's models.

```shell
python cookbook/llms/cohere/exa_search.py
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/integrations/lancedb/README.md

Installs necessary Python libraries including lancedb, pypdf, pandas, openai, and phidata.

```shell
pip install -U lancedb pypdf pandas openai phidata
```

--------------------------------

### Run Web Search Agent

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/providers/groq/README.md

Launches a Groq agent configured for general web searching.

```shell
python cookbook/providers/groq/web_search.py
```

--------------------------------

### Run PDF Assistant Example

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/README.md

Executes the Python script for the PDF Assistant, which likely processes PDF documents.

```shell
python cookbook/assistants/pdf_assistant.py
```

--------------------------------

### Install google-cloud-aiplatform Library

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/vertexai/samples/README.md

Installs or upgrades the google-cloud-aiplatform Python library. This library is required to interact with the Vertex AI API.

```shell
pip install -U google-cloud-aiplatform
```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/claude/README.md

Installs essential Python libraries for working with Anthropic Claude, data fetching, and the phidata framework.

```shell
pip install -U anthropic duckduckgo-search duckdb yfinance exa_py phidata
```

--------------------------------

### Agent Initialization Log

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/mixture_of_agents/Mixture-of-Agents-Phidata-Groq.ipynb

This log indicates that the memory component of the assistant has been successfully loaded. It is part of the initial setup for the agent.

```log
Result:
 [32mDEBUG    [0m Loaded memory                                                                              ]8;id=92541;file://c:\Users\jawei\lab\groq-api-cookbook\phidata-mixture-of-agents\phienv\Lib\site-packages\phi\assistant\assistant.py 
 [2massistant.py [0m ]8;; 
 [2m: [0m ]8;id=955453;file://c:\Users\jawei\lab\groq-api-cookbook\phidata-mixture-of-agents\phienv\Lib\site-packages\phi\assistant\assistant.py#335 
 [2m335 [0m ]8;; 

```

--------------------------------

### Install Required Libraries

Source: https://github.com/agno-agi/phidata/blob/main/cookbook/assistants/llms/bedrock/README.md

Installs or upgrades the 'boto3' and 'phidata' Python libraries. These are necessary for interacting with AWS services and Phidata.

```shell
pip install -U boto3 phidata
```