@Mervin: Thanks for a great video. Am I right to assume that this toolkit can theoretically be deployed locally? (as long as your embedding and LLM models are also available)? What would be the vGPU limitation here?
@SciPhi-AI
2 ай бұрын
Someone just shared this in our Discord and we wanted to stop by and say thanks @mervin for taking the time to record this awesome video!
@awakenwithoutcoffee
2 ай бұрын
really cool! maybe this is an old technique but what if we use traditional RAG but add another layer of meta-data entity generation, generating meta-data per semantic chunk which we would than prioritize with filter **before** doing vector search (kind of hybrid-RAG I guess).
@MrMoonsilver
2 ай бұрын
In the first example with San Francisco who defined the entity and predicate types (such as 'Location' for entity and 'population' for predicate)? It seems like the definition of these was not automated, but maybe I'm missing something. In your second example it looked like the types were defined by the system, which makes sense because defining it manually would be impossible.
@andrepemmelaar8728
2 ай бұрын
Love this guys content. Truly useful stuff!
@emmanuelkoupoh7979
19 күн бұрын
Hey, thanks for your work. Is there a way to extract all the existing entities?
@Alex29196
2 ай бұрын
Great video Mervin. Now waiting for your next video!.
@0xfarai
2 ай бұрын
May I suggest you go use the knowledge to build something in the meantime.
@MariuszKen
2 ай бұрын
( polish ) Jak uważasz- czy lepiej stworzyć zarówno grafy wiedzy jak i wektory? Czy po prostu grafy wiedzy są o wiele lepsze od wektorów? Istnieje coś oprócz tych dwóch metod?
@42svb58
2 ай бұрын
Great video but the real question is where are the models that generate graph models?
@armans4494
2 ай бұрын
As always wonderful video and very informative. I learn so much from your videos
@shawnkratos1347
2 ай бұрын
Awesome. Can’t wait to try this out.
@jeffsteyn7174
2 ай бұрын
Is Neo4j only for visualization? I thought it was a db.
@xmagcx1
2 ай бұрын
it s a ghrap db
@22prajwalgaikwad61
2 ай бұрын
hey i am getting an error while running "r2r ingest-files test.txt" the error says " raise R2RException( r2r.base.abstractions.exception.R2RException: An error 'Max retries reached. Last error: ' occurred during ingest_files_app "
@riyajatar1311
23 күн бұрын
do we need to pass entity type and relationship ?
@prometheuswillsurvive3700
Ай бұрын
is there any guide document how to use r2r for this ? it gives error both: r2r --config-name=local_neo4j_kg serve --docker --docker-ext-neo4j Usage: r2r serve [OPTIONS] Try 'r2r serve --help' for help. Error: No such option: --docker-ext-neo4j (Possible options: --docker, --exclude-neo4j) OR r2r --config-name=local_neo4j_kg serve --docker --exclude-neo4j true Traceback (most recent call last): File "/home/redel/Projects/RAG/venvR2R/bin/r2r", line 8, in sys.exit(main()) File "/home/redel/Projects/RAG/venvR2R/lib/python3.10/site-packages/r2r/cli/cli.py", line 44, in main cli() File "/home/redel/Projects/RAG/venvR2R/lib/python3.10/site-packages/click/core.py", line 1157, in __call__ return self.main(*args, **kwargs) File "/home/redel/Projects/RAG/venvR2R/lib/python3.10/site-packages/click/core.py", line 1078, in main rv = self.invoke(ctx) File "/home/redel/Projects/RAG/venvR2R/lib/python3.10/site-packages/click/core.py", line 1688, in invoke return _process_result(sub_ctx.command.invoke(sub_ctx)) File "/home/redel/Projects/RAG/venvR2R/lib/python3.10/site-packages/click/core.py", line 1434, in invoke return ctx.invoke(self.callback, **ctx.params) File "/home/redel/Projects/RAG/venvR2R/lib/python3.10/site-packages/click/core.py", line 783, in invoke return __callback(*args, **kwargs) File "/home/redel/Projects/RAG/venvR2R/lib/python3.10/site-packages/click/decorators.py", line 45, in new_func return f(get_current_context().obj, *args, **kwargs) File "/home/redel/Projects/RAG/venvR2R/lib/python3.10/site-packages/r2r/cli/commands/server_operations.py", line 205, in serve run_docker_serve( File "/home/redel/Projects/RAG/venvR2R/lib/python3.10/site-packages/r2r/cli/utils/docker_utils.py", line 104, in run_docker_serve R2RBuilder.CONFIG_OPTIONS[obj["config_name"] or "default"] any fix
@Cingku
2 ай бұрын
I tried it but it needs the entities name specified and I can't find the list of whole entities and predicates named supported. So cannot use to extract triplets for my use case with animal and plants documents. It sure not supported entity name like "plant", "or animal" and so on hence when I do it, it return the empty output. The model does not know what is it. But it's different with Microsoft graphrag because it detects automatically the triplet entity name and predicate name.
@AIlearner-p6k
10 күн бұрын
did you figure it out or went with a different approach? I am supposing SciPhi triplex seems to be open source, could it not be tweaked?
@janalgos
2 ай бұрын
can you show the application of this for working on large code bases?
@murilocurti1474
2 ай бұрын
Would be nice to see it with networkX
@augmentos
2 ай бұрын
love your vids j
@chirwatra
2 ай бұрын
Does it work with any languages?
@MervinPraison
2 ай бұрын
You might need to fine tune further for it to work for languages
@derhoc
2 ай бұрын
Couldn’t we just use gpt-4o mini? That should reduce the cost by 50-60%?
@курв-ь4ь
2 ай бұрын
But if GPT-4o sucks at it GPT-4o mini would really suck lol
@kgro353
2 ай бұрын
After actually using it, the performance is significantly lower compared to Microsoft's, and it is practically useless for non-English documents.
@agimadesimple
2 ай бұрын
anyone who faced this ?? r2r --config-name=local_neo4j_kg serve --docker --docker-ext-neo4j Usage: r2r serve [OPTIONS] Try 'r2r serve --help' for help. Error: No such option: --docker-ext-neo4j (Possible options: --docker, --exclude-neo4j)
@love12xfuture
2 ай бұрын
+1
@prometheuswillsurvive3700
Ай бұрын
@@love12xfuture +1
@22prajwalgaikwad61
2 ай бұрын
File "C:\Users\prajw\AppData\Local\Programs\Python\Python312\Lib\site-packages 2r\main\api\client.py", line 56, in handle_request_error raise R2RException( r2r.base.abstractions.exception.R2RException: An error 'Max retries reached. Last error: ' occurred during ingest_files_app i am getting this error after r2r ingest-files data.txt could you please help
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