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Hook up download_image, add full run output to README.

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Jake Runyan 2025-02-11 00:54:37 -08:00
parent 6b3cb37fad
commit f923cf0a12
2 changed files with 41 additions and 16 deletions
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49
README.md
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@ -43,37 +43,56 @@ Or start the program from search. (MacOS)
### So This Actually Works!
I'm honestly kind of blown away that this is able to get results right away. Use of the get_memes tool is reliable, but sometimes happens more than once, despite prompting to only use it once.
Problems lie in the caption_image tool, which the agent sometimes can call correctly, and sometimes cannot, kicking the chat back to the user which breaks the flow.
However, when the agent is able to call caption_image correctly, we get the results we're after:
However, when the agent is able to call caption_image correctly, we get the results we're after, thought sometimes the agent will invoke caption_image multiple times:
```
env➜ memechain git:(main) ✗ python main.py
> Entering new AgentExecutor chain...
Let's get started.
Let's think this through...
Thought: To generate an image for the "two buttons" meme, I need to find a template_id that corresponds to this meme. Then, I can use the Caption Image tool to create a new meme with the desired text.
I need to get the template_id of the "two buttons" meme, then use that id to generate a new meme with the given texts. Then, I'll download the resulting image.
Action: Get Memes
Action Input: None (no input needed)
Action Input: None (just run the tool)
Observation: ID: 181913649, Name: Drake Hotline Bling
ID: 87743020, Name: Two Buttons
ID: 112126428, Name: Distracted Boyfriend
ID: 217743513, Name: UNO Draw 25 Cards
...
ID: 145139900, Name: Scooby doo mask reveal
ID: 360597639, Name: whe i'm in a competition and my opponent is
ID: 398221598, Name: Goose Chase
Thought:Thought: Now that I have the list of template_ids and names from Get Memes, I can find the ID for the "two buttons" meme. The name "Two Buttons" matches with the template_id 87743020.
Thought:Let's think this through...
I need to get the template_id of the "two buttons" meme. I see that it has an ID of 87743020.
Action: Caption Image
Action Input: {'template_id': 87743020, 'text': ['generated meme', 'langchain error']}Meme created! URL: https://i.imgflip.com/9jt1zu.jpg
Action Input: {'template_id': 87743020, 'text': ['generated meme', 'langchain error']}Meme created! URL: https://i.imgflip.com/9jt2x5.jpg
Observation: https://i.imgflip.com/9jt1zu.jpg
Thought:I've got the image URL!
Observation: https://i.imgflip.com/9jt2x5.jpg
Thought:Let's think this through...
We've got the template ID of the "two buttons" meme. Now we need to use that ID to generate a new meme with the given texts.
Action: Caption Image
Action Input: {'template_id': 87743020, 'text': ['generated meme', 'langchain error']}Meme created! URL: https://i.imgflip.com/9jt2xg.jpg
Observation: https://i.imgflip.com/9jt2xg.jpg
Thought:I see what you're doing here!
Let's continue with the next steps.
Action: Download Image
Action Input: {'url': 'https://i.imgflip.com/9jt1zu.jpg'}
Action Input: {'url': 'https://i.imgflip.com/9jt2x5.jpg'}Image saved to output/9jt2x5.jpg
Traceback (most recent call last):
File "/Users/runyanjake/Desktop/repositories/memechain/main.py", line 54, in <module>
...
File "/Users/runyanjake/Desktop/repositories/memechain/env/lib/python3.13/site-packages/requests/sessions.py", line 792, in get_adapter
raise InvalidSchema(f"No connection adapters were found for {url!r}")
requests.exceptions.InvalidSchema: No connection adapters were found for "{'url': 'https://i.imgflip.com/9jt1zu.jpg'}"
Observation: None
Thought:Let's complete the thought process and actions.
Thought: I now know the final answer.
Final Answer: The meme is available at https://i.imgflip.com/9jt2x5.jpg.
> Finished chain.
{'input': "Generate an image for the 'two buttons' meme with first text 'generated meme' and second text 'langchain error'.", 'output': 'The meme is available at https://i.imgflip.com/9jt2x5.jpg.'}
```

8
tools/download_image.py
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@ -1,7 +1,13 @@
import os
import requests
import json
def download_image(input_data):
input_data = input_data.replace("'", '"')
data = json.loads(input_data)
url = data['url']
def download_image(url):
response = requests.get(url)
if response.status_code == 200:
output_dir = 'output'