generate_answer = dspy.ChainOfThought("context, question -> answer") def forward(self, question): context = self.retrieve(question).passages answer = self.generate_answer(context=context, question=question) return answerA program has two key methods, which you can edit to fit your needs....
classRAG(dspy.Module):def__init__(self,num_passages=3):super().__init__()self.retrieve=dspy.Retrieve(k=num_passages)self.generate_answer=dspy.ChainOfThought("context, question -> answer")defforward(self,question):context=self.retrieve(question).passagesanswer=self.generate_answer(context=co...
Now, the question is whether and how to improve our implementations of PSS and decimation filters to achieve this maximum compute performance. As depicted in Fig. 7, there are two ways to improve the computing performance of the inner loop of FIR filters: 1. Higher Memory Bandwidth: if ...
See question 1.3.6. Q2.2: What are CELP and LPC? Where can I get the source for CELP and LPC? Updated 09/10/01 CELP stands for "code excited linear prediction". LPC stands for "linear predictive coding". They are compression algorithms used for low bit rate (2400 and 4800 bps) ...
只是调控的方式和paper中的不太一样：首先需要获取公式(17)中的X，而X中的参数其实是可以通过训练数据...
I have the following question: Why the ifft is multilpied by 64? I don’t understand this normalization factor. Thank you very much. Regards, Felipe Reply Krishna Sankarsays: September 26, 2012 at 5:31 am @Felipe: The ifft() implementation in matlab/octave has a scaling by N, where ...
Formulate a hypothesis as a possible answer to the question. Design an experiment to test the hypothesis. Collect data from the experiment. Analyze the data. Accept or reject the hypothesis based on the results of the analysis. Thus, data analysis is a fundamental and necessary step in virtuall...
Proper motions are required to test this model. Although we cannot exclude models in which Hercules contains no dark matter, we argue that Hercules is more likely to be a dark matter dominated system which is currently experiencing some tidal disturbance of its outer parts.Ad茅n, D; Wilkinson...
DSPytypically requires very minimal labeling. For example, ourRAGpipeline may work well with just a handful of examples that contain aquestionand its (human-annotated)answer. Your pipeline may involve multiple complex steps: our basicRAGexample includes a retrieved context, a chain of thought, and...
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines (Academic Paper, Oct 2023) Releasing DSPy, the latest iteration of the framework (Twitter Thread, Aug 2023) Releasing the DSP Compiler (v0.1) (Twitter Thread, Feb 2023) Introducing DSP (Twitter Thread, Jan 2023) Dem...