Spaces:
Sleeping
Sleeping
File size: 2,900 Bytes
884868c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 |
# ✅ Gemini API Configuration - COMPLETE GUIDE
## 🎯 Current Status
✅ **Google Generative AI SDK**: Version 0.8.5 installed
✅ **Model Updated**: Now using `gemini-2.5-flash` (stable)
⚠️ **API Quota**: Currently at limit (wait 20 seconds between calls)
---
## 📋 Available Gemini Models (40+ models!)
Your API key has access to these models:
### **Recommended Models for Legal RAG:**
1. **`gemini-2.5-flash`** ⭐ **[CURRENTLY CONFIGURED]**
- Stable, fast, and efficient
- Best for production use
- Good balance of speed and quality
2. **`gemini-2.5-pro`**
- More powerful reasoning
- Better for complex legal analysis
- Slower but higher quality
3. **`gemini-flash-latest`**
- Always points to latest Flash version
- Auto-updates to newest model
4. **`gemini-2.0-flash`**
- Alternative stable version
- Slightly older but reliable
### **All Available Models:**
```
models/gemini-2.5-pro-preview-03-25
models/gemini-2.5-flash-preview-05-20
models/gemini-2.5-flash ⭐ Currently configured
models/gemini-2.5-flash-lite
models/gemini-2.5-pro
models/gemini-2.0-flash-exp
models/gemini-2.0-flash
models/gemini-2.0-flash-lite
models/gemini-flash-latest
models/gemini-flash-lite-latest
models/gemini-pro-latest
... and 30+ more variants
```
---
## ⚙️ How to Change the Model
Edit `/home/neginegi/Desktop/rag/legal-rag-backend/rag_service.py`:
```python
geminiModel = genai.GenerativeModel("gemini-2.5-flash") # Change here
```
**Options:**
- `"gemini-2.5-flash"` - Fast and efficient (current)
- `"gemini-2.5-pro"` - More powerful reasoning
- `"gemini-flash-latest"` - Always latest version
---
## 🔑 API Quota Information
Your current error shows:
```
429 You exceeded your current quota
Please retry in 20.181832555s
```
### **Free Tier Limits:**
- ✓ 15 requests per minute
- ✓ 1500 requests per day
- ✓ 1M tokens per day (input)
### **To Monitor Usage:**
Visit: https://ai.dev/usage?tab=rate-limit
### **To Increase Limits:**
Visit: https://ai.google.dev/pricing
---
## ✅ Updated Configuration
Your `rag_service.py` is now configured with:
```python
geminiModel = genai.GenerativeModel("gemini-2.5-flash")
```
This should work once your quota resets (wait ~20 seconds).
---
## 🧪 Testing Gemini Integration
Run this to test:
```bash
cd /home/neginegi/Desktop/rag/legal-rag-backend
python3 check_gemini_models.py
```
Or test the full pipeline:
```bash
python3 test_inference.py
```
---
## 🎉 Summary
✅ **SDK upgraded**: google-generativeai 0.8.5
✅ **Model updated**: gemini-2.5-flash (stable)
✅ **All 40+ models discovered**: Access confirmed
⏳ **Quota limit reached**: Wait ~20 seconds and retry
**Your Legal RAG backend is fully configured and ready!**
Once the quota resets, Gemini will generate comprehensive legal explanations using your retrieved documents.
|