Kunal commited on
Commit
9d5c81b
·
1 Parent(s): 5de36cd

added Readme

Browse files
Files changed (1) hide show
  1. README.md +117 -9
README.md CHANGED
@@ -1,12 +1,120 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
- title: Pdf Chat
3
- emoji:
4
- colorFrom: yellow
5
- colorTo: green
6
- sdk: gradio
7
- sdk_version: 5.31.0
8
- app_file: app.py
9
- pinned: false
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
10
  ---
11
 
12
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
1
+ # 📄 Chat with PDF – Gemini AI Agent
2
+
3
+ A conversational AI agent that lets you upload any PDF and chat with its contents!
4
+ Built with [smolagents](https://github.com/smol-ai/smol-agents), [Google Gemini](https://aistudio.google.com/), [pypdf](https://pypdf.readthedocs.io/), and [Gradio](https://gradio.app/).
5
+
6
+ ---
7
+
8
+ ## 🌐 Try it Online
9
+
10
+ > **Live Demo:**
11
+ > [https://huggingface.co/spaces/your-username/your-space-name](https://huggingface.co/spaces/your-username/your-space-name)
12
+
13
+ ---
14
+
15
+ ## 🏗️ Tech Stack
16
+
17
+ | Layer | Technology | Purpose |
18
+ |--------------------|-------------------------------------------|--------------------------------------------|
19
+ | LLM Orchestration | [smolagents](https://github.com/smol-ai/smol-agents) | Agent framework, tool integration |
20
+ | Language Model | [Google Gemini 1.5 Flash](https://aistudio.google.com/) | Large Language Model for Q&A |
21
+ | LLM API Adapter | [LiteLLM](https://github.com/BerriAI/litellm) | Unified LLM API interface |
22
+ | PDF Processing | [pypdf](https://pypdf.readthedocs.io/) | Extracts text from uploaded PDF files |
23
+ | Web UI | [Gradio](https://gradio.app/) | Interactive chat interface |
24
+ | Environment Mgmt | [python-dotenv](https://pypi.org/project/python-dotenv/) | Loads environment variables (local dev) |
25
+ | Deployment | [Hugging Face Spaces](https://huggingface.co/spaces) | Cloud hosting (public demo) |
26
+
27
+ ---
28
+
29
+ ## 🚀 Features
30
+
31
+ - **Upload any PDF** and extract its text instantly.
32
+ - **Ask questions** about the document—get answers powered by Google Gemini (1.5 Flash).
33
+ - **Conversational interface** using Gradio.
34
+ - **Runs locally or on Hugging Face Spaces**.
35
+
36
+ ---
37
+
38
+ ## 🛠️ Installation (Local)
39
+
40
+ 1. **Clone this repository:**
41
+ ```bash
42
+ git clone https://github.com/yourusername/pdf-chat-gemini
43
+ cd pdf-chat-gemini
44
+ ```
45
+ 2. **Install dependencies:**
46
+ ```bash
47
+ pip install -r requirements.txt
48
+ ```
49
+ 3. **Set up your Gemini API Key:**
50
+ - Get your key from [Google AI Studio](https://aistudio.google.com/app/apikey).
51
+ - Create a `.env` file in the project root:
52
+ ```
53
+ GEMINI_API_KEY=your_actual_key_here
54
+ ```
55
+
56
+ ---
57
+ ## 📝 Usage
58
+
59
+ ### **Local**
60
+ ```py
61
+ python app.py
62
+ ```
63
+ Open [http://localhost:7860](http://localhost:7860) in your browser.
64
+
65
+ ### **Hugging Face Spaces**
66
+
67
+ - Go to your Space: [https://huggingface.co/spaces/your-username/your-space-name](https://huggingface.co/spaces/your-username/your-space-name)
68
+ - Click **"Duplicate Space"** to make your own copy, or use it directly if public.
69
+ - Add your `GEMINI_API_KEY` as a secret in the Space settings (if you duplicate or deploy privately).
70
+
71
+
72
  ---
73
+
74
+ ## ⚙️ Configuration
75
+
76
+ - **Model:** Uses `"gemini/gemini-1.5-flash"` by default. If you have access to `"gemini/gemini-1.5-pro"`, change the `model_id` in `app.py`.
77
+ - **API Key:** Must be a [Google AI Studio](https://aistudio.google.com/app/apikey) key, not a Vertex AI or GCP key.
78
+ - **No `api_base` needed** for Gemini AI Studio keys.
79
+
80
+ ---
81
+
82
+ ## 🧩 How it Works
83
+
84
+ 1. **Upload a PDF**: The app extracts all text using `pypdf`.
85
+ 2. **Ask a question**: Your question and the extracted text are sent to the Gemini model via smolagents.
86
+ 3. **Get answers**: The agent uses Gemini to answer your question, referencing the PDF content.
87
+
88
+ ---
89
+
90
+ ## 🧑‍💻 For Developers
91
+
92
+ - **Add more tools**: Use the `@tool` decorator from smolagents to add custom functions.
93
+ - **Customize the UI**: Edit the Gradio blocks in `app.py`.
94
+ - **Chunking or RAG**: For large PDFs, consider splitting text into chunks and using retrieval-augmented generation.
95
+
96
+ ---
97
+
98
+
99
+ ## 📜 License
100
+
101
+ MIT License.
102
+ See [LICENSE](LICENSE) for details.
103
+
104
+ ---
105
+
106
+ ## 🙌 Acknowledgments
107
+
108
+ - [smol-ai/smol-agents](https://github.com/smol-ai/smol-agents)
109
+ - [Google AI Studio](https://aistudio.google.com/)
110
+ - [Gradio](https://gradio.app/)
111
+ - [pypdf](https://pypdf.readthedocs.io/)
112
+
113
+ ---
114
+
115
+ **Enjoy chatting with your PDFs!**
116
+ For questions or contributions, open an issue or pull request.
117
+
118
  ---
119
 
120
+