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dc662fd
Implement batch report processing with Claude API parsing
cursoragent Jul 4, 2025
9ed84bd
add scheduled job to server
modullar Jul 4, 2025
fb03d29
refactoring
modullar Jul 4, 2025
2eec48f
refactor and fix reporting
modullar Jul 6, 2025
5299ee3
update parsing instructions
modullar Jul 7, 2025
11926cc
update parse instructions
modullar Jul 7, 2025
829463a
fix test
modullar Jul 7, 2025
2b2b220
update parse instructions
modullar Jul 8, 2025
2f69f25
update instructions again
modullar Jul 8, 2025
202b5d7
reduce amount of imported reports
modullar Jul 8, 2025
7f6d17a
strict reports more
modullar Jul 8, 2025
11bc54d
upgrade channels, instructions and keywords
modullar Jul 9, 2025
23b12d0
add territory control to backend
modullar Jul 14, 2025
7ed3dfa
Merge branch 'develop' into cursor/implement-batch-report-processing-…
modullar Jul 16, 2025
7e802e6
checkpoint before checking out cursor/implement-budget-aware-throttli…
modullar Jul 17, 2025
86210f7
Implement language-aware geocoding with smart API selection
cursoragent Jul 17, 2025
f6edffa
fix test
modullar Jul 17, 2025
f002220
update parse instructions
modullar Jul 17, 2025
266d71c
implement regional reporting
modullar Jul 18, 2025
afca4dc
update parse instructin
modullar Jul 19, 2025
864bb26
add bedouins as a separate perpetrator affiliation
modullar Jul 20, 2025
cc675df
remove channel
modullar Jul 20, 2025
94a21c6
remove snn
modullar Jul 20, 2025
6c125c2
add new channel
modullar Jul 21, 2025
a68b900
fix import to productin
modullar Jul 22, 2025
7b25504
add keywords to report
modullar Jul 22, 2025
0d5e855
improve regional filterin + deduplicate detection
modullar Jul 23, 2025
c935a69
implement batch reporting
modullar Jul 24, 2025
cf88047
implement user login
modullar Jul 25, 2025
f473117
smart merge preserve causalties
modullar Jul 25, 2025
66345a5
relax merging
modullar Jul 25, 2025
fffa63a
broaden exclusion
modullar Jul 26, 2025
4c5bd45
tmp fixes
modullar Jul 29, 2025
3e12899
make deduplicate smarter
modullar Jul 29, 2025
61c0733
add roaa to channels
modullar Jul 30, 2025
f7beb07
Merge branch 'develop' into cursor/implement-batch-report-processing-…
modullar Jul 30, 2025
d090bf9
small fixes
modullar Jul 31, 2025
8b454c5
change limit
modullar Aug 8, 2025
ebbd5dd
update deduplicate
modullar Aug 17, 2025
10eef7b
tweak deduplicate to be better
modullar Aug 26, 2025
c169ed0
enhance deduplicate detection
modullar Aug 31, 2025
3487982
improve deduplicate detection
modullar Sep 17, 2025
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96 changes: 96 additions & 0 deletions BATCH_PROCESSING_ENV_CONFIG.md
Original file line number Diff line number Diff line change
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# Batch Processing Environment Configuration

## Phase 1 Implementation Complete

Phase 1 of the batch processing system has been successfully implemented. To enable batch processing, add these environment variables to your `.env.development`, `.env.staging`, or `.env.production` files:

## Required Environment Variables

### Core Batch Processing Configuration

```bash
# Enable/disable batch processing (default: true)
CLAUDE_BATCH_ENABLED=true

# Number of reports to process in a single batch (default: 8)
# Recommended values:
# - Development: 8
# - Staging: 6
# - Production: 10
CLAUDE_BATCH_SIZE=8

# Timeout for batch processing in milliseconds (default: 180000 = 3 minutes)
CLAUDE_BATCH_TIMEOUT=180000
```

### Existing Claude API Configuration (Required)

```bash
CLAUDE_API_KEY=your_claude_api_key_here
CLAUDE_API_ENDPOINT=https://api.anthropic.com/v1/messages
CLAUDE_MODEL=claude-3-5-sonnet-20240620
CLAUDE_MAX_TOKENS=4096
```

## Environment-Specific Recommendations

### Development Environment (.env.development)
```bash
CLAUDE_BATCH_ENABLED=true
CLAUDE_BATCH_SIZE=8
CLAUDE_BATCH_TIMEOUT=180000
```

### Staging Environment (.env.staging)
```bash
CLAUDE_BATCH_ENABLED=true
CLAUDE_BATCH_SIZE=6
CLAUDE_BATCH_TIMEOUT=180000
```

### Production Environment (.env.production)
```bash
CLAUDE_BATCH_ENABLED=true
CLAUDE_BATCH_SIZE=10
CLAUDE_BATCH_TIMEOUT=180000
```

## How Batch Processing Works

1. **Automatic Detection**: The system automatically detects if batch processing should be used based on:
- `CLAUDE_BATCH_ENABLED=true`
- Claude API key is configured
- At least 3 reports are available for processing

2. **Batch Creation**: Reports are grouped into batches of `CLAUDE_BATCH_SIZE` (default: 8)

3. **Concurrent Processing**: Up to 3 batches are processed concurrently

4. **Fallback Mechanism**: If batch processing fails, the system automatically falls back to individual processing

## Expected Benefits

- **60-80% reduction** in Claude API calls
- **40-60% reduction** in token usage
- **2-3x faster** processing cycles
- **Full backward compatibility**

## Disabling Batch Processing

To disable batch processing and use the original individual processing method:

```bash
CLAUDE_BATCH_ENABLED=false
```

Or simply omit the batch processing environment variables entirely.

## Monitoring

The system will log batch processing activities:

- Batch creation and processing
- Fallback to individual processing when needed
- Performance metrics and success rates

Check your application logs for batch processing status and performance information.
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